SOTAVerified

Learning Theory

Learning theory

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–525 of 852 papers

TitleStatusHype
Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning—0
On the Impact of Applying Machine Learning in the Decision-Making of Self-Adaptive Systems—0
A deep learning theory for neural networks grounded in physics—0
Constrained Learning with Non-Convex Losses—0
Learning Prediction Intervals for Regression: Generalization and Calibration—0
Consistent Sparse Deep Learning: Theory and ComputationCode0
Theoretical Understandings of Product Embedding for E-commerce Machine Learning—0
Two Sides of Meta-Learning Evaluation: In vs. Out of DistributionCode0
KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-Zero Training Loss—0
On the robustness of randomized classifiers to adversarial examples—0
Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension—0
Geostatistical Learning: Challenges and OpportunitiesCode0
Double-descent curves in neural networks: a new perspective using Gaussian processes—0
Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression—0
Private learning implies quantum stability—0
Local and Global Uniform Convexity Conditions—0
On the Hardness of PAC-learning Stabilizer States with Noise—0
Effects of quantum resources on the statistical complexity of quantum circuits—0
Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels—0
Query Complexity of Least Absolute Deviation Regression via Robust Uniform Convergence—0
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation—0
Mirror Sample Based Distribution Alignment for Unsupervised Domain Adaption—0
f-Domain-Adversarial Learning: Theory and Algorithms for Unsupervised Domain Adaptation with Neural Networks—0
Illuminating Dark Knowledge via Random Matrix Ensembles—0
Maximum-Likelihood Quantum State Tomography by Soft-Bayes—0
Show:102550
← PrevPage 21 of 35Next →

No leaderboard results yet.