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Learning Theory

Papers archive 2025-07-28

archive papers tagged: 852 · with a code link: 140 · where Syntology ran a sample: 44 (37 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (44 of 852 tagged: 37 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 5 of 9: papers 401 to 500 of 852, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport
  24 Oct 2022 0 repositories listed
• MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images
  22 Oct 2022 0 repositories listed
• Just Mix Once: Worst-group Generalization by Group Interpolation
  21 Oct 2022 0 repositories listed
• Robot Learning Theory of Mind through Self-Observation: Exploiting the Intentions-Beliefs Synergy
  17 Oct 2022 0 repositories listed
• Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness
  12 Oct 2022 0 repositories listed
• Unlabelled Sample Compression Schemes for Intersection-Closed Classes and Extremal Classes
  11 Oct 2022 0 repositories listed
• Do you pay for Privacy in Online learning?
  10 Oct 2022 0 repositories listed
• Stability and Generalization for Markov Chain Stochastic Gradient Methods
  16 Sep 2022 0 repositories listed
• Generalization Properties of NAS under Activation and Skip Connection Search
  15 Sep 2022 0 repositories listed
• Statistical Learning Theory for Control: A Finite Sample Perspective
  12 Sep 2022 0 repositories listed
• Automatically Score Tissue Images Like a Pathologist by Transfer Learning
  9 Sep 2022 0 repositories listed
• A learning theory for quantum photonic processors and beyond
  7 Sep 2022 0 repositories listed
• Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information
  5 Sep 2022 0 repositories listed
• Fine-Grained Distribution-Dependent Learning Curves
  31 Aug 2022 0 repositories listed
• Representation Learning based and Interpretable Reactor System Diagnosis Using Denoising Padded Autoencoder
  30 Aug 2022 0 repositories listed
• Generalization In Multi-Objective Machine Learning
  29 Aug 2022 0 repositories listed
• On the non-efficient PAC learnability of conjunctive queries
  22 Aug 2022 0 repositories listed
• On the generalization of learning algorithms that do not converge
  16 Aug 2022 0 repositories listed
• On establishing learning separations between classical and quantum machine learning with classical data
  12 Aug 2022 0 repositories listed
• DeepHider: A Covert NLP Watermarking Framework Based on Multi-task Learning
  9 Aug 2022 0 repositories listed
• What can we Learn by Predicting Accuracy?
  2 Aug 2022 0 repositories listed
• V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs
  22 Jul 2022 0 repositories listed
• Masked Spatial-Spectral Autoencoders Are Excellent Hyperspectral Defenders
  16 Jul 2022 0 repositories listed
• Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting
  14 Jul 2022 0 repositories listed
• Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing
  7 Jul 2022 0 repositories listed
• q-Learning in Continuous Time
  2 Jul 2022 0 repositories listed
• Multimodal large language models for inclusive collaboration learning tasks
  1 Jul 2022 0 repositories listed
• Understanding Benign Overfitting in Gradient-Based Meta Learning
  27 Jun 2022 0 repositories listed
• Adversarial Robustness is at Odds with Lazy Training
  18 Jun 2022 0 repositories listed
• Theory of Machine Learning with Limited Data
  15 Jun 2022 0 repositories listed
• Scientific Inference With Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena
  11 Jun 2022 0 repositories listed
• Adaptive Frequency Band Selection for Accurate and Fast Positioning utilizing SOPs
  9 Jun 2022 0 repositories listed
• Learning in Observable POMDPs, without Computationally Intractable Oracles
  7 Jun 2022 0 repositories listed
• Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization
  5 Jun 2022 0 repositories listed
• Uncertainty Estimation in Machine Learning
  3 Jun 2022 0 repositories listed
• Generalization Bounds for Gradient Methods via Discrete and Continuous Prior
  27 May 2022 0 repositories listed
• Learning Distributions by Generative Adversarial Networks: Approximation and Generalization
  25 May 2022 0 repositories listed
• Why does Throwing Away Data Improve Worst-Group Error?
  23 May 2022 0 repositories listed
• Survey on Fair Reinforcement Learning: Theory and Practice
  20 May 2022 0 repositories listed
• A Note on the Chernoff Bound for Random Variables in the Unit Interval
  15 May 2022 0 repositories listed
• Detailed Balanced Chemical Reaction Networks as Generalized Boltzmann Machines
  12 May 2022 0 repositories listed
• Intrinsic Gradient Compression for Scalable and Efficient Federated Learning
  1 May 2022 0 repositories listed
• Learning Theory of Mind via Dynamic Traits Attribution
  17 Apr 2022 0 repositories listed
• Learning from many trajectories
  31 Mar 2022 0 repositories listed
• Tight Bounds on the Hardness of Learning Simple Nonparametric Mixtures
  28 Mar 2022 0 repositories listed
• Knowledge Distillation: Bad Models Can Be Good Role Models
  28 Mar 2022 0 repositories listed
• Generalization bounds for learning under graph-dependence: A survey
  25 Mar 2022 0 repositories listed
• Learning Losses for Strategic Classification
  25 Mar 2022 0 repositories listed
• Optimal Rejection Function Meets Character Recognition Tasks
  17 Mar 2022 0 repositories listed
• Approximability and Generalisation
  15 Mar 2022 0 repositories listed
• Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms
  4 Mar 2022 0 repositories listed
• A Characterization of Multiclass Learnability
  3 Mar 2022 0 repositories listed
• Contrasting random and learned features in deep Bayesian linear regression
  1 Mar 2022 0 repositories listed
• Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm
  26 Feb 2022 0 repositories listed
• Towards Unsupervised Domain Adaptation via Domain-Transformer
  24 Feb 2022 0 repositories listed
• Information-Theoretic Analysis of Minimax Excess Risk
  15 Feb 2022 0 repositories listed
• Artificial Intelligence and Spontaneous Collusion
  12 Feb 2022 0 repositories listed
• Minimax Regret Optimization for Robust Machine Learning under Distribution Shift
  11 Feb 2022 0 repositories listed
• Trust in AI: Interpretability is not necessary or sufficient, while black-box interaction is necessary and sufficient
  10 Feb 2022 0 repositories listed
• Smoothed Online Learning is as Easy as Statistical Learning
  9 Feb 2022 0 repositories listed
• The no-free-lunch theorems of supervised learning
  9 Feb 2022 0 repositories listed
• Interplay between depth of neural networks and locality of target functions
  28 Jan 2022 0 repositories listed
• Limitation of Characterizing Implicit Regularization by Data-independent Functions
  28 Jan 2022 0 repositories listed
• Learning deterministic hydrodynamic equations from stochastic active particle dynamics
  21 Jan 2022 0 repositories listed
• Universal Online Learning with Unbounded Losses: Memory Is All You Need
  21 Jan 2022 0 repositories listed
• Deep Learning Optimization Theory - Trajectory Analysis of Gradient Descent
  17 Jan 2022 0 repositories listed
• Understanding Few-Shot Multi-Task Representation Learning Theory
  17 Jan 2022 0 repositories listed
• Universal Online Learning: an Optimistically Universal Learning Rule
  16 Jan 2022 0 repositories listed
• Formal models of memory based on temporally-varying representations
  5 Jan 2022 0 repositories listed
• Envisioning Future Deep Learning Theories: Some Basic Concepts and Characteristics
  17 Dec 2021 0 repositories listed
• A cognitively driven weighted-entropy model for embedding semantic categories in hyperbolic geometry
  13 Dec 2021 0 repositories listed
• Regularized Modal Regression on Markov-dependent Observations: A Theoretical Assessment
  9 Dec 2021 0 repositories listed
• Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks
  7 Dec 2021 0 repositories listed
• Intrinisic Gradient Compression for Federated Learning
  5 Dec 2021 0 repositories listed
• Black-box tests for algorithmic stability
  30 Nov 2021 0 repositories listed
• Mesarovician Abstract Learning Systems
  29 Nov 2021 0 repositories listed
• Improved Fine-Tuning by Better Leveraging Pre-Training Data
  24 Nov 2021 0 repositories listed
• Uniform Brackets, Containers, and Combinatorial Macbeath Regions
  19 Nov 2021 0 repositories listed
• Realizable Learning is All You Need
  8 Nov 2021 0 repositories listed
• Provably efficient, succinct, and precise explanations
  1 Nov 2021 0 repositories listed
• Labeled sample compression schemes for complexes of oriented matroids
  28 Oct 2021 0 repositories listed
• User-friendly introduction to PAC-Bayes bounds
  21 Oct 2021 0 repositories listed
• Provable Hierarchy-Based Meta-Reinforcement Learning
  18 Oct 2021 0 repositories listed
• Explaining generalization in deep learning: progress and fundamental limits
  17 Oct 2021 0 repositories listed
• Synthesizing Machine Learning Programs with PAC Guarantees via Statistical Sketching
  11 Oct 2021 0 repositories listed
• I Do Not Understand What I Cannot Define: Automatic Question Generation With Pedagogically-Driven Content Selection
  8 Oct 2021 0 repositories listed
• PAC Synthesis of Machine Learning Programs
  8 Oct 2021 0 repositories listed
• Huber Additive Models for Non-stationary Time Series Analysis
  29 Sep 2021 0 repositories listed
• Improved Generalization Risk Bounds for Meta-Learning with PAC-Bayes-kl Analysis
  29 Sep 2021 0 repositories listed
• Learning to Abstain in the Presence of Uninformative Data
  29 Sep 2021 0 repositories listed
• Model Zoo: A Growing Brain That Learns Continually
  29 Sep 2021 0 repositories listed
• Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space
  29 Sep 2021 0 repositories listed
• Sequence Approximation using Feedforward Spiking Neural Network for Spatiotemporal Learning: Theory and Optimization Methods
  29 Sep 2021 0 repositories listed
• Task Relatedness-Based Generalization Bounds for Meta Learning
  29 Sep 2021 0 repositories listed
• The NTK Adversary: An Approach to Adversarial Attacks without any Model Access
  29 Sep 2021 0 repositories listed
• Towards a theory of out-of-distribution learning
  29 Sep 2021 0 repositories listed
• Variational Inference via Resolution of Singularities
  29 Sep 2021 0 repositories listed
• Cancer Progression as a Learning Process
  26 Sep 2021 0 repositories listed
• Minimax Rates for High-Dimensional Random Tessellation Forests
  22 Sep 2021 0 repositories listed
• Robust Generalization of Quadratic Neural Networks via Function Identification
  22 Sep 2021 0 repositories listed