SOTAVerified

Learning Theory

Learning theory

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 852 papers

TitleStatusHype
Better Depth-Width Trade-offs for Neural Networks through the lens of Dynamical Systems—0
A PAC Approach to Application-Specific Algorithm Selection—0
Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS—0
A Learning Theoretic Perspective on Local Explainability—0
A Note on the Chernoff Bound for Random Variables in the Unit Interval—0
A Note on High-Probability versus In-Expectation Guarantees of Generalization Bounds in Machine Learning—0
Agnostic Process Tomography—0
An Optimal Transport View on Generalization—0
A Convenient Infinite Dimensional Framework for Generative Adversarial Learning—0
Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling—0
Comparative Learning: A Sample Complexity Theory for Two Hypothesis Classes—0
Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network—0
Cancer Progression as a Learning Process—0
An Online Learning Theory of Brokerage—0
Bridging the Gap Between Approximation and Learning via Optimal Approximation by ReLU MLPs of Maximal Regularity—0
Bounding Embeddings of VC Classes into Maximum Classes—0
Maximum-Likelihood Quantum State Tomography by Soft-Bayes—0
An Optimal Elimination Algorithm for Learning a Best Arm—0
A General Framework for Distributed Inference with Uncertain Models—0
Chaos and Complexity from Quantum Neural Network: A study with Diffusion Metric in Machine Learning—0
Characterizing the Generalization Error of Gibbs Algorithm with Symmetrized KL information—0
CIM: Class-Irrelevant Mapping for Few-Shot Classification—0
Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering—0
CODA: A COst-efficient Test-time Domain Adaptation Mechanism for HAR—0
A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms—0
Show:102550
← PrevPage 6 of 35Next →

No leaderboard results yet.