SOTAVerified

Learning Theory

Learning theory

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 626–650 of 852 papers

TitleStatusHype
The Last-Iterate Convergence Rate of Optimistic Mirror Descent in Stochastic Variational Inequalities—0
The Learnability of Unknown Quantum Measurements—0
The Mismatch Principle: The Generalized Lasso Under Large Model Uncertainties—0
The Modern Mathematics of Deep Learning—0
The no-free-lunch theorems of supervised learning—0
The NTK Adversary: An Approach to Adversarial Attacks without any Model Access—0
Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport—0
Theoretical Understandings of Product Embedding for E-commerce Machine Learning—0
Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression—0
The Principles of Deep Learning Theory—0
Type-II Saddles and Probabilistic Stability of Stochastic Gradient Descent—0
The Pseudo-Dimension of Contracts—0
The Sample Complexity of Smooth Boosting and the Tightness of the Hardcore Theorem—0
The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms—0
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit—0
The Topology of Statistical Verifiability—0
The Trade-offs of Domain Adaptation for Neural Language Models—0
The twin peaks of learning neural networks—0
The Universality Lens: Why Even Highly Over-Parametrized Models Learn Well—0
The VIP Gallery for Video Processing Education—0
The wisdom of networks: A general adaptation and learning mechanism of complex systems: The network core triggers fast responses to known stimuli; innovations require the slow network periphery and are encoded by core-remodeling—0
Why does Throwing Away Data Improve Worst-Group Error?—0
Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds—0
Tight Lower Bound on the Probability of a Binomial Exceeding its Expectation—0
Too Much Information Kills Information: A Clustering Perspective—0
Show:102550
← PrevPage 26 of 35Next →

No leaderboard results yet.