SOTAVerified

Learning Theory

Learning theory

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 852 papers

TitleStatusHype
Adaptive time series forecasting with markovian variance switching—0
Deep Neural Nets as Hamiltonians—0
Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective—0
A Closer Look at the Learnability of Out-of-Distribution (OOD) Detection—0
Deep Reinforcement Learning and the Deadly Triad—0
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations—0
Depth Separation with Multilayer Mean-Field Networks—0
Depth-Width Trade-offs for Neural Networks via Topological Entropy—0
Design-unbiased statistical learning in survey sampling—0
Detailed Balanced Chemical Reaction Networks as Generalized Boltzmann Machines—0
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation—0
Privacy of SGD under Gaussian or Heavy-Tailed Noise: Guarantees without Gradient Clipping—0
Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient—0
Dimension-free Information Concentration via Exp-Concavity—0
1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation—0
Disentangling Resilience from Robustness: Contextual Dualism, Interactionism, and Game-Theoretic Paradigms—0
Distributed Kernel Ridge Regression with Communications—0
Distributional property testing in a quantum world—0
Distribution-dependent concentration inequalities for tighter generalization bounds—0
Distribution-free Deviation Bounds and The Role of Domain Knowledge in Learning via Model Selection with Cross-validation Risk Estimation—0
Distribution free M-estimation—0
Do Deeper Convolutional Networks Perform Better?—0
Domain Generalization via Multidomain Discriminant Analysis—0
Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension—0
On the Existence of Simpler Machine Learning Models—0
Show:102550
← PrevPage 9 of 35Next →

No leaderboard results yet.