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arXiv · Statistics — Machine Learning (stat.ML)

Published papers collected under the historical Statistics — Machine Learning (stat.ML) category URL.

Source ID: arxiv_stat_ml

132 item(s)
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2026-09-03T07:23:50Z
Pooling and Drift in Delayed Bandits
1c9a8ebdc635…
Bayesian-inferenceSGMCMCarXiv
Source →Open →
2026-09-02T07:23:51Z
Provably Efficient Federated Reinforcement Learning with Linear Function Approximation and Logarithmic Communication Cost
5431d0a9ad14…
LLM-auditingMCMCacademic-research
Source →Open →
2026-09-01T07:23:49Z
Quantitative Target Convergence and Uniform-in-Time Propagation of Chaos for Langevin-Regularized SVGD
e00429f88278…
arXivcausal-representation-learningdistribution-shift
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2026-08-31T07:23:50Z
Optimal Transport for Network Comparison: A Review with Machine Learning Applications
4c4a9d7b039b…
anomaly-detectionarXivcausal-discovery
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2026-08-28T07:23:50Z
TRACE: Retrospective Streaming Generation of Physical Fields under Sparse Structured Sensing
51fcef1dffb1…
Gaussian-processesarXivartificial-intelligence
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2026-08-27T07:23:52Z
Common-Center Geometry and Certified Radial Reconstruction for Energy-Form Full Conformal Regions
a48150c0e9eb…
Bayesian learningBayesian optimizationGaussian processes
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2026-08-26T07:23:49Z
Replicable Conformal Prediction
bc95a7fe9951…
arXivcausal-inferenceconformal-prediction
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2026-08-25T07:23:50Z
Spectral partitioning for $k$-block averaging kernels of finite Markov chains
66f1bb7aace7…
AI-generated-text-detectionMarkov-chainsarXiv
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2026-08-24T07:23:49Z
Uncertainty propagation in auto-regressive random neural network models
4b5b33810fa1…
adversarial-data-corruptioncalibrationdiffusion-models
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2026-08-21T07:23:50Z
TorchDCM: A Unified PyTorch-Native Package for Discrete Choice Modeling
4370b6f1d9ff…
arXivcausal-inferencediffusion-models
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2026-08-20T07:23:49Z
Fair Multi-View Determinantal Coresets via Adaptive NEPv
e0b3f53efc86…
AI-generated dataGaussian processesLLM watermark detection
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2026-08-19T07:23:50Z
Diagonal Multi-omics Integration of Heterogenous Datasets
8d1c460da142…
arXivconformal-predictioninformation-theory
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2026-08-18T07:23:49Z
ARISE: An adaptive residual-informed stability ensemble for feature selection in small-sample biomedical omics
36c21cf5a024…
arXivbiomedical-omicsdeep-learning
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2026-08-17T07:23:50Z
Learning Unsteady Aneurysm Hemodynamics with Physics-Informed DeepONets
e2de90c4a1ad…
Gaussian processesarXivdeep learning
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2026-08-14T07:23:49Z
Black-Box Knowledge Transfer across Distinct Feature Sets
b31632a03cec…
academic researchadversarial robustnessdistribution shift
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2026-08-13T07:23:50Z
Fine-Tuning Generative Models for Extreme Events via CVaR-Penalized Wasserstein Gradient Flows
437abdaec1eb…
Bayesian-inferencearXivdeep-learning
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2026-08-12T07:23:50Z
Deciding When to Switch: E-Processes for Adaptive Minimax Training for Generative Adversarial Nets
4deb28760fee…
GANsarXivcausal discovery
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2026-08-11T07:23:51Z
RouteGuard: Certifying Routing Gain in LLM Multi-Agent Systems When Complementarity Is Not Enough
ae49cd360f94…
Bayesian-inferenceLLM-agentsMonte-Carlo
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2026-08-10T07:23:50Z
Mixture of Geodesic Factor Analyzers on Riemannian Homogeneous Spaces
c9b2a4f112a2…
academic-researcharXivdiffusion-models
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2026-08-07T07:23:52Z
Quality Diversity for Reliable Data Driven Time-Use Optimization
f5ed5d25d287…
VARMAadversarial learning theoryarXiv
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2026-08-06T07:23:49Z
Statistical learning theory and Occam's razor: Regularization
04712cb4fc88…
academic-researchconformal-predictiondiffusion-models
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2026-08-05T07:23:50Z
A Hyperfinite Framework for Score-Based Generative Modeling
0ca494e84b55…
GFlowNetsarXivbayesian-inference
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2026-08-04T07:23:50Z
A reproducible and extensible framework for benchmarking competing risks survival models
8e55904babdb…
arXivcausal-inferencediffusion-models
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2026-08-03T07:23:50Z
Accelerated Random-Sweep Gibbs Sampling for Gaussian Graphical Models via Dual Normal Factor Graphs
a26ff6d0145c…
AI alignmentGaussian graphical modelsGibbs sampling
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2026-07-31T07:23:50Z
More Data, Worse Decisions? Preference Reversals in Neural Networks under Gram Incompatibility
8fd061dd31c4…
adversarial-robustnessadversarial-trainingcalibration
Source →Open →
2026-07-30T07:23:49Z
When Kernel Ridge Regression Meets the H\"older-Zygmund Class: Minimax Optimality and Failure of Properness
baf511e2a719…
LLM agentsadaptive sensinganomaly detection
Source →Open →
2026-07-29T07:23:49Z
Lloyd's $K$-Means Clustering Algorithm Is Frank-Wolfe in Disguise
8859bc9e234f…
arXivclusteringdistributionally-robust-optimization
Source →Open →
2026-07-28T07:23:50Z
TLRNet: Estimating Individual Treatment Effect based on Local Information and Single Learner Structure
013456390c3d…
academic-researchcausal-inferenceconformal-prediction
Source →Open →
2026-07-27T07:23:50Z
Prior laundering: learned priors with inherited, undetectable overconfidence
ab784af1a11b…
Bayesian methodsLLM watermarkingacademic research
Source →Open →
2026-07-24T07:24:00Z
SPECTRA: State-Space Exogenous Context and Temporal-Frequency Resolution Architecture for Probabilistic Energy Forecasting
979a49f9728d…
CVAELLM-evaluationanomaly-detection
Source →Open →
2026-07-23T07:24:04Z
A Bayesian Framework for Built-in Input Dimension Reduction for Gaussian Process Modeling
c074ff47524c…
DKMDLoRARELTA-SGLD
Source →Open →
2026-07-22T07:23:59Z
Disentangling Forced and Internal Climate Variability in Single Realizations using Dynamic Mode Decomposition with Control
dac3645ff8ce…
Bayesian-UQBinary-PheNormEHR-phenotyping
Source →Open →
2026-07-21T07:23:54Z
Lipschitz Continuity in Deep Learning: A Systematic Review of Theoretical Foundations, Estimation Methods, Regularization Approaches, and Certifiable Robustness
483d33f0e601…
Lipschitz-continuitybackprop-freebayesian-experimental-design
Source →Open →
2026-07-20T07:24:00Z
Design-Based Supervised Learning with Noisy Human Labels
a88879d9e12f…
adversarial-robustnessauditabilitybioinformatics
Source →Open →
2026-07-17T07:23:59Z
Generalized Neural Distributional Regression
4af8dfd72ca5…
HOMALSbrain-elastographycategorical-data
Source →Open →
2026-07-16T07:23:58Z
Price of Fairness in Bandits: A Tight Minimax Characterization
14c1132bee4e…
CANA-framework','graph-regularizationCoulomb-kernelEB-VAE
Source →Open →
2026-07-15T07:23:54Z
Did We Actually Fix It? An Independent Adversarial Stress-Test of Post-Point-Adjustment Evaluation Metrics for Time-Series Anomaly Detection
0d9eb8e41b71…
adversarial-testinganomaly-evasionbenchmarking
Source →Open →
2026-07-14T07:23:55Z
Manifold Constrained Conformal Prediction for Spatial Events
0a6d410f1f5b…
CNN-LSTMHuber-lossReLU-approximation
Source →Open →
2026-07-13T07:23:56Z
EHR-MPC: Inference-Time Control for Sepsis Treatment with Generative Patient Digital Twins
41c462ee82c5…
EHRadversarial-mlbandits
Source →Open →
2026-07-10T07:23:55Z
The Regularization Parameter: Sparse Precision Matrix Estimation
3d40d146b64f…
active-testingarxivbayesian-experimental-design
Source →Open →
2026-07-09T07:23:55Z
Value of Information under Imprecise Probabilities: Decision-Rule-Specific Values and Fixed-Measure Envelopes on a Credal Set
6b421683a669…
AI-detectionadversarial-examplesconformal-prediction
Source →Open →
2026-07-08T07:24:38Z
Higher-Order Certified Robustness for Regression
21275fb52609…
arxivboostingcontinual-learning
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2026-07-07T07:23:57Z
CORA: Per-Slice Coherent Orthogonal Rotation for SVD-based Low-Rank Adaptation
4675a25b1f26…
CATECORALoRA
Source →Open →
2026-07-03T07:23:55Z
eXact-Prior Variational Autoencoder (X-VAE): Learning Data-Adaptive Gaussian Mixture Priors for Latent Distributions
b91ccba7fac7…
approximate-bayesian-computationbayesian-reinforcement-learningcheminformatics
Source →Open →
2026-07-02T07:24:01Z
From Spectral Methods to Sample Complexity Bounds for Fourier Neural Operators
c7121665913e…
Cover theoryFourier Neural OperatorsKalman filtering
Source →Open →
2026-07-01T07:23:52Z
Separation Capacity of Scattering Networks
2e1698459608…
algorithmsarxivbenchmarks
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2026-06-30T07:23:55Z
Spectral Perturbation of the Empirical Fisher Information Matrix under Weight Quantization
e1c024f883c6…
Fisher-informationLangevin-Monte-Carloconformal-prediction
Source →Open →
2026-06-29T07:23:58Z
Directed Graph Topology Inference via Graph Filter Identification
8f18318bb962…
Fokker--PlanckStiefel manifoldVC dimension
Source →Open →
2026-06-26T07:23:54Z
The Role of Input Dimensionality in the Emergence and Targeted Control of Adversarial Examples
40ce61960320…
adversarial-mlalgorithmic-fairnessdetection-and-mitigation
Source →Open →
2026-06-25T07:23:56Z
Minimax PAC Bounds for Learning in Exogenous Contextual MDPs
3dfb7d7750f4…
PAC-boundsPolyak-RuppertTD-learning
Source →Open →
2026-06-24T07:23:53Z
Automated Residual Plot Assessment With the R Package autovi and the Shiny Application autovi.web
6f3194ec7de4…
Fisher informationR packageRFI mitigation
Source →Open →
2026-06-19T07:23:56Z
The Representational Limit of Scalar Interactions: An Interventional Decomposition
a63d1f70aec0…
GPU-reliabilityLLM-evaluationLayerNorm
Source →Open →
2026-06-18T07:24:01Z
Pointwise is Pointless? A Multimodal Ablation Study for Precipitation Nowcasting with Graph Neural Networks
21a5021a0d45…
FTPLRAGU-calibration
Source →Open →
2026-06-17T07:23:54Z
Another Look at Log-PCA for Probability Measures: A Dynamical Formulation and Statistical Convergence
1358782cea92…
AI-benchmarksFinsler-geometryPCA
Source →Open →
2026-06-16T07:23:54Z
Audited Conformal Prediction for Classification under Unknown Distribution Shift
5ac95a493888…
FDR controlRicci flowSPD matrices
Source →Open →
2026-06-15T07:23:56Z
LoMC: Localized Multidirectional Correction for Refusal Suppression in Routed Foundation Models
94532acd124c…
ANTSBregman-divergenceHSIC','sensitivity-analysis','aleatory-epistemic','uncertainty-#
Source →Open →
2026-06-12T07:23:59Z
Identifiability Without Gaussianity: Symbolic World Models and Near-Infinite Temporal Consistency
370563db5594…
Lean4Mathlib4PGSA
Source →Open →
2026-06-11T07:24:00Z
Annealed Entropic Allocation for Ranking and Selection
461529d150b5…
2026GPUarxiv
Source →Open →
2026-06-10T07:23:59Z
Convergence Rates for Neural-Network Estimation with Current-Status Data
e3be7b83cd06…
Boltzmann marginGromov-WassersteinItô map
Source →Open →
2026-06-09T07:23:57Z
Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference
13e45742ca16…
CATEbarycentric-projectionbayesian-hypergraph
Source →Open →
2026-06-08T07:23:56Z
Optimal Rates for Generalization of Gradient Descent Methods with Deep Neural Networks
aa9cbcf48e27…
Lp-momentsalgorithmic-stabilityanomaly-detection
Source →Open →
2026-06-05T07:23:59Z
Central Description Length (CDL) Clustering Validation Index
78c35994d8d0…
CDLHyFADSGLD
Source →Open →
2026-06-04T07:24:02Z
Counterfactual Explanations for Deep Two-Sample Testing
aa31048720c6…
Expected-ShortfallMRI-analysisValue-at-Risk
Source →Open →
2026-06-03T07:23:59Z
Position: Prioritize Identifying Structure, Not Complex Models, for Scientific Discovery
89f2649563d8…
Q-learningScoreStopTEra
Source →Open →
2026-06-02T07:23:57Z
Interpreting FCDNNs via RG on Exponential Family
49c0929ff939…
Feynman-KacPINNsRiemannian optimization
Source →Open →
2026-06-01T07:23:58Z
Improved Distribution Estimation in $\ell_\infty$
7645c1484d7b…
1-bit-communicationBest-of-NBradley-Terry
Source →Open →
2026-05-29T07:23:58Z
Dynamics of Stochastic Momentum with Sparse Updates in High Dimensions
e3e2c76f13d0…
Anytime-FC-RAGFPLDLLM-swarms
Source →Open →
2026-05-28T07:24:00Z
Calibrated Inference for the Conditional Average Treatment Effect in the Few-Placebo Regime via Gaussian Processes
788f024f0c52…
GRASPLLM safetyLoRA
Source →Open →
2026-05-27T07:24:01Z
Learning Nonlinear Factor Models with Unknown Monotone Links from Incomplete and Noisy Data
06c8c05cb38b…
arxivbayesian-methodscausal-inference
Source →Open →
2026-05-26T07:23:54Z
Optimal Non-Asymptotic Edgeworth Expansions for Multivariate Neural Network Outputs
59e2fdb856c6…
Bayesian-inferenceEdgeworth-expansionautoencoders
Source →Open →
2026-05-25T07:23:56Z
Diffusion-based Denoising Beats Vanilla Score Matching in Parameter Estimation: A Theoretical Explanation
810a7395745c…
Bradley-TerryDAG-learningKolmogorov-Arnold-networks
Source →Open →
2026-05-22T07:24:06Z
Adaptive RBF-KAN: A Comparative Evaluation of Dynamic Shape Parameters in Kolmogorov-Arnold Networks
c54660ae9d07…
HSICadvertisingbatch-scaling
Source →Open →
2026-05-21T07:23:54Z
Multi-Head Attention as Ensemble Nadaraya-Watson Estimation: Variance Reduction, Decorrelation, and Optimal Head Diversity
85bf889e3919…
GAMEHead-Diversity-IndexNadaraya-Watson
Source →Open →
2026-05-20T07:23:58Z
Bayesian Latent Space Models for Graphs Are Misspecified: Toward Robust Inference via Generalized Posteriors
544a3f3de449…
bayesian-inferenceconformal-predictiondiffusion-models
Source →Open →
2026-05-19T07:23:54Z
Dimension-Uniform Discretization Analysis of Preconditioned Annealed Langevin Dynamics for Multimodal Gaussian Mixtures
293eab551873…
Langevin-SteinSPDEannealed-langevin-dynamics
Source →Open →
2026-05-18T07:23:54Z
On Kernel Eigen-alignments of KRR: Reconstruction and Generalization
f2e6d1eeee4e…
Lipschitz risk functionalsMaxSketchTCAV
Source →Open →
2026-05-15T07:24:00Z
AIS: Adaptive Importance Sampling for Quantized RL
304536c98b55…
BF16Bayesian-inferenceDDIM
Source →Open →
2026-05-14T07:23:58Z
Online Conformal Prediction: Enforcing monotonicity via Online Optimization
3e203a3b0391…
A/B-testingISOMORPHLLM-workflows
Source →Open →
2026-05-13T07:23:57Z
Uniform Scaling Limits in AdamW-Trained Transformers
a775b843fcf2…
ADMMAdamWBayesian-KANs
Source →Open →
2026-05-12T07:23:55Z
Decentralized Conformal Novelty Detection via Quantized Model Exchange
67c033475aa2…
causal-inferenceconformal-predictiondecentralized-learning
Source →Open →
2026-05-11T07:23:55Z
How Does Attention Help? Insights from Random Matrices on Signal Recovery from Sequence Models
376de2ef3fd1…
Bayesian-methodsLLM-evaluationMMD
Source →Open →
2026-05-08T07:24:05Z
Maximizing Rollout Informativeness under a Fixed Budget: A Submodular View of Tree Search for Tool-Use Agentic Reinforcement Learning
0ba6f4bfb93f…
arxivbayesiancausal-inference
Source →Open →
2026-05-07T07:23:58Z
A Consistency-Centric Approach to Set-Based Optimization with Multiple Models of Unranked Fidelity
83e8462eaca6…
Adam vs SGDHEDGERiemannian manifolds
Source →Open →
2026-05-06T07:24:04Z
Dynamic Vine Copulas: Detecting and Quantifying Time-Varying Higher-Order Interactions
5924aeb9cafe…
Fisher-discriminantPEIDPIT
Source →Open →
2026-05-05T07:23:58Z
Mean Testing under Truncation beyond Gaussian
d35c0f434501…
causal-discoverydata-imputationdifferential-privacy
Source →Open →
2026-05-04T07:24:03Z
Adaptive Norm-Based Regularization for Neural Networks
cd1ae8d8a0c0…
Fisher-RaoGBDTNewton-boosting
Source →Open →
2026-05-01T07:23:57Z
SCOPE-FE: Structured Control of Operator and Pairwise Exploration for Feature Engineering
f106dcd39359…
bayesian-x-learnerbernstein-von-misescausal-inference
Source →Open →
2026-04-30T07:23:59Z
Adversarial Robustness of NTK Neural Networks
4e1b9ab54df8…
adversarial-mlanomaly-detectiondata-quality
Source →Open →
2026-04-29T07:24:06Z
A Finite Time Analysis of Thompson Sampling for Bayesian Optimization with Preferential Feedback
af7e16ceee19…
DFSOSarxivbandits
Source →Open →
2026-04-28T07:23:55Z
Rethinking Trust Region Bayesian Optimization in High Dimensions
6b654b1727de…
TuRBOarXivbayesian-inversion
Source →Open →
2026-04-27T07:24:07Z
Concave Statistical Utility Maximization Bandits via Influence-Function Gradients
1ef7dfb24076…
Nystrom approximationProjAvgRLAvg
Source →Open →
2026-04-24T07:23:56Z
Achieving the Kesten-Stigum bound in the non-uniform hypergraph stochastic block model
5a3728621d85…
AIPWCLTKesten-Stigum
Source →Open →
2026-04-23T07:23:59Z
Online Survival Analysis: A Bandit Approach under Cox PH Model
7135ddeb0bf6…
Cox-PHERM-RERFisher-Rao
Source →Open →
2026-04-22T07:24:06Z
Sparse Network Inference under Imperfect Detection and its Application to Ecological Networks
99b95fd12c39…
ADMMGaussian-mixture-modelsLLaDA-fine-tuning','gradient-boosting','GAM','ParamBoost','model
Source →Open →
2026-04-21T07:23:57Z
Fairness Constraints in High-Dimensional Generalized Linear Models
5f270ec000d0…
Gibbs-posteriorItô-processesPAC-Bayes
Source →Open →
2026-04-20T07:23:56Z
One-Shot Generative Flows: Existence and Obstructions
467b2bd6eb7b…
KometoPCAPDE
Source →Open →
2026-04-18T07:23:59Z
Doubly Outlier-Robust Online Infinite Hidden Markov Model
0aea1112aaa4…
amortized-otarxivbandits
Source →Open →
2026-04-17T07:23:57Z
Doubly Outlier-Robust Online Infinite Hidden Markov Model
0d4a8ca8ef30…
adversarial-robustnessamortized-otbandits
Source →Open →
2026-04-16T07:23:59Z
Adaptive Learning via Off-Model Training and Importance Sampling for Fully Non-Markovian Optimal Stochastic Control. Complete version
b24d4bb65516…
ADMMGaussian mixture modelsLangevin dynamics
Source →Open →
2026-04-15T07:23:57Z
Obtaining Partition Crossover masks using Statistical Linkage Learning for solving noised optimization problems with hidden variable dependency structure
9cc967078f3b…
Bayesian-methodsEWMALasso
Source →Open →
2026-04-14T07:23:58Z
Discrete Flow Maps
9df16a62bb7e…
DR-learnerOS-DREPAC-Bayes
Source →Open →
2026-04-13T07:23:57Z
Spectral-Transport Stability and Benign Overfitting in Interpolating Learning
bb1ea6e6d499…
DAG-learningHMMHalf-Trek-Criterion
Source →Open →
2026-04-10T07:23:56Z
NS-RGS: Newton-Schulz based Riemannian gradient method for orthogonal group synchronization
c283f1377afe…
1-bit-mean-estimationGPU-accelerationICAR
Source →Open →
2026-04-09T07:24:04Z
Generalization error bounds for two-layer neural networks with Lipschitz loss function
7ddec63e0794…
adversarial-robustnesscode-availableconformal-prediction
Source →Open →
2026-04-08T07:23:55Z
Identification and Inference in Nonlinear Dynamic Network Models
7dcc2d209505…
Dirichlet-modelingGDPRHED-score
Source →Open →
2026-04-07T07:24:04Z
Nonparametric Regression Discontinuity Designs with Survival Outcomes
8cac27201d6a…
FLOWGEMGKCMLD2Z
Source →Open →
2026-04-06T07:23:59Z
Reinforcement Learning from Human Feedback: A Statistical Perspective
a3058bd96674…
adversarial-mlalignmentbyzantine-resilience
Source →Open →
2026-04-02T07:23:56Z
Isomorphic Functionalities between Ant Colony and Ensemble Learning: Part II-On the Strength of Weak Learnability and the Boosting Paradigm
766dfa675ec7…
ORDERSVGPant-colony
Source →Open →
2026-04-01T07:23:56Z
Unbounded Density Ratio Estimation and Its Application to Covariate Shift Adaptation
2af2072599e0…
aircraft-designarxivbayesian-optimization
Source →Open →
2026-03-31T07:24:01Z
Koopman Operator Identification of Model Parameter Trajectories for Temporal Domain Generalization (KOMET)
2a9012afc39a…
Bayes-MICEEDMDKoopman operator
Source →Open →
2026-03-30T07:24:06Z
SAHMM-VAE: A Source-Wise Adaptive Hidden Markov Prior Variational Autoencoder for Unsupervised Blind Source Separation
a44527bf8610…
audio_forensicsbiosecurityblind_source_separation
Source →Open →
2026-03-27T07:23:53Z
Improving Infinitely Deep Bayesian Neural Networks with Nesterov's Accelerated Gradient Method
6130fa50dbeb…
bayesian-neural-networksbayesian-optimizationbias-mitigation
Source →Open →
2026-03-26T07:23:57Z
PDGMM-VAE: A Variational Autoencoder with Adaptive Per-Dimension Gaussian Mixture Model Priors for Nonlinear ICA
384654b1295c…
Bayesian OptimizationCausal InferenceCausal Representation Learning
Source →Open →
2026-03-25T07:23:54Z
Demystifying Low-Rank Knowledge Distillation in Large Language Models: Convergence, Generalization, and Information-Theoretic Guarantees
23eee20b2336…
Bayesian-inferenceLaplace-approximationPAC-Bayes
Source →Open →
2026-03-24T07:24:01Z
Decorrelation, Diversity, and Emergent Intelligence: The Isomorphism Between Social Insect Colonies and Ensemble Machine Learning
3581f1092463…
associative-memoryauto-differentiable-filtering','active-inferencebayes-hilbert
Source →Open →
2026-03-23T07:23:56Z
Pseudo-Labeling for Unsupervised Domain Adaptation with Kernel GLMs
c1447e61c876…
2026Q-learningarXiv
Source →Open →
2026-03-20T07:24:08Z
ResNets of All Shapes and Sizes: Convergence of Training Dynamics in the Large-scale Limit
080d0c8559d6…
DeepONetMCMCWasserstein
Source →Open →
2026-03-19T07:23:56Z
Beyond Distance: Quantifying Point Cloud Dynamics with Persistent Homology and Dynamic Optimal Transport
650b905aa51b…
LLM-reliabilityadversarial-robustnesscovariate-shift
Source →Open →
2026-03-18T07:23:57Z
Beyond Distance: Quantifying Point Cloud Dynamics with Persistent Homology and Dynamic Optimal Transport
4030cd4457c8…
Lipschitz optimization (HALO)adaptive design of experimentsconditional distributional effects
Source →Open →
2026-03-17T07:23:55Z
A Hybrid Tsallis-Polarization Impurity Measure for Decision Trees: Theoretical Foundations and Empirical Evaluation
6d2780872ea0…
Bayesian-optimizationGramian-differentialsHIS
Source →Open →
2026-03-16T07:24:17Z
Probabilistic Joint and Individual Variation Explained (ProJIVE) for Data Integration
0e7e01d57467…
3D-molecule-generationAlzheimer's-ADNIEM-algorithm
Source →Open →
2026-03-13T07:24:00Z
Co-Diffusion: An Affinity-Aware Two-Stage Latent Diffusion Framework for Generalizable Drug-Target Affinity Prediction
32dd1141ab90…
L^p-approximationMEEReLU-networks
Source →Open →
2026-03-12T07:24:01Z
Stability and Robustness via Regularization: Bandit Inference via Regularized Stochastic Mirror Descent
65035e4a6e32…
KSDLLM-evaluationMMD
Source →Open →
2026-03-11T07:24:02Z
Permutation-Equivariant 2D State Space Models: Theory and Canonical Architecture for Multivariate Time Series
6cdacca7743a…
AI alignmentBayesian neural networksConant-Ashby
Source →Open →
2026-03-10T07:23:57Z
CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression
e67d6866a0ef…
ATE limitationsStein's methodanomaly detection
Source →Open →
2026-03-09T07:24:06Z
Learning Optimal Distributionally Robust Individualized Treatment Rules Integrating Multi-Source Data
0b1f072cdb4f…
L1 regularizationSPPCSOSVM robustness
Source →Open →
2026-03-06T07:24:00Z
Dictionary Based Pattern Entropy for Causal Direction Discovery
e661c1c6a5ee…
algorithmic-information-theorybayesian-modelingcausal-inference
Source →Open →
2026-03-05T07:24:05Z
The Theory behind UMAP?
4bbc1c6bb98c…
Riemannian-LangevinSurprisal-RenyiUMAP
Source →Open →
2026-03-04T20:01:20Z
Uncovering Physical Drivers of Dark Matter Halo Structures with Auxiliary-Variable-Guided Generative Models
b2b8ec07b54c…
Hawkes-processactive-learningalgorithmic-fairness
Source →Open →
2026-03-04T20:01:04Z
The Partition Principle Revisited: Non-Equal Volume Designs Achieve Minimal Expected Star Discrepancy
ae36988bbc8f…
LLM-evaluationbayesian-optimizationcausal-inference
Source →Open →
2026-03-04T20:00:42Z
LoBoost: Fast Model-Native Local Conformal Prediction for Gradient-Boosted Trees
a5a8283aa613…
LLM-optimizationadversarial-resiliencebayesian-inference
Source →Open →
2026-03-04T20:00:20Z
Fisher-Geometric Diffusion in Stochastic Gradient Descent: Optimal Rates, Oracle Complexity, and Information-Theoretic Limits
41b479e34343…
Finsler-geometryFisher-informationGodambe-matrix
Source →Open →