SOTAVerified

Learning Theory

Learning theory

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 852 papers

TitleStatusHype
Optimal lower bounds for Quantum Learning via Information Theory—0
An Entropy-Based Model for Hierarchical Learning—0
Bayesian Interpolation with Deep Linear Networks—0
Homophily modulates double descent generalization in graph convolution networksCode0
Bagging is an Optimal PAC Learner—0
An Introduction to Kernel and Operator Learning Methods for Homogenization by Self-consistent Clustering Analysis—0
Triadic Temporal Exponential Random Graph Models (TTERGM)—0
A Moment-Matching Approach to Testable Learning and a New Characterization of Rademacher Complexity—0
Comparative Learning: A Sample Complexity Theory for Two Hypothesis Classes—0
Õptimal Differentially Private Learning of Thresholds and Quasi-Concave Optimization—0
An introduction to computational complexity and statistical learning theory applied to nuclear models—0
A Characterization of List Learnability—0
Grokking phase transitions in learning local rules with gradient descent—0
Is Out-of-Distribution Detection Learnable?—0
Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport—0
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images—0
Just Mix Once: Worst-group Generalization by Group Interpolation—0
Robot Learning Theory of Mind through Self-Observation: Exploiting the Intentions-Beliefs Synergy—0
Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness—0
Unlabelled Sample Compression Schemes for Intersection-Closed Classes and Extremal Classes—0
Do you pay for Privacy in Online learning?—0
A Neural Model for Regular Grammar InductionCode0
Stability and Generalization for Markov Chain Stochastic Gradient Methods—0
Generalization Properties of NAS under Activation and Skip Connection Search—0
Statistical Learning Theory for Control: A Finite Sample Perspective—0
Automatically Score Tissue Images Like a Pathologist by Transfer Learning—0
A learning theory for quantum photonic processors and beyond—0
Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information—0
Fine-Grained Distribution-Dependent Learning Curves—0
Representation Learning based and Interpretable Reactor System Diagnosis Using Denoising Padded Autoencoder—0
Generalization In Multi-Objective Machine Learning—0
On the non-efficient PAC learnability of conjunctive queries—0
On the generalization of learning algorithms that do not converge—0
On establishing learning separations between classical and quantum machine learning with classical data—0
DeepHider: A Covert NLP Watermarking Framework Based on Multi-task Learning—0
Proof-of-Learning is Currently More Broken Than You ThinkCode0
What can we Learn by Predicting Accuracy?—0
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs—0
Masked Spatial-Spectral Autoencoders Are Excellent Hyperspectral Defenders—0
Modeling Non-Cooperative Dialogue: Theoretical and Empirical InsightsCode0
Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting—0
Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing—0
q-Learning in Continuous Time—0
Multimodal large language models for inclusive collaboration learning tasks—0
Understanding Benign Overfitting in Gradient-Based Meta Learning—0
Gray Learning from Non-IID Data with Out-of-distribution SamplesCode0
Adversarial Robustness is at Odds with Lazy Training—0
Theory of Machine Learning with Limited Data—0
Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena—0
Adaptive Frequency Band Selection for Accurate and Fast Positioning utilizing SOPs—0
Show:102550
← PrevPage 7 of 18Next →

No leaderboard results yet.