Papers
12094 papers
TMLR2025
RS-Reg: Probabilistic and Robust Certified Regression through Randomized Smoothing
Summary pending...
TMLR2025
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs
Summary pending...
TMLR2025
Statistical Error Bounds for GANs with Nonlinear Objective Functionals
Summary pending...
TMLR2025
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness
Summary pending...
TMLR2025
Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs
Summary pending...
TMLR2025
Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation
Summary pending...
TMLR2025
Optimization Guarantees for Square-Root Natural-Gradient Variational Inference
Summary pending...
TMLR2025
AQA-Bench: An Interactive Benchmark for Evaluating LLMs’ Sequential Reasoning Ability in Algorithmic Environments
Summary pending...
TMLR2025
A Lean Dataset for International Math Olympiad: Small Steps towards Writing Math Proofs for Hard Problems
Summary pending...
TMLR2025
Sparsity regularization via tree-structured environments for disentangled representations
Summary pending...
TMLR2025
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning
Summary pending...
TMLR2025
Partially Frozen Random Networks Contain Compact Strong Lottery Tickets
Summary pending...