Papers
12094 papers
TMLR2025
FedLog: Personalized Federated Classification with Less Communication and More Flexibility
Summary pending...
TMLR2025
A Multilevel Low-Rank Newton Method with Super-linear Convergence Rate and its Application to Non-convex Problems
Summary pending...
TMLR2025
Fuzzy PyTorch: Rapid Numerical Variability Evaluation for Deep Learning Models
Summary pending...
TMLR2025
\texttt{Complex-Edit}: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
Summary pending...
TMLR2025
Online Learning with Multiple Fairness Regularizers via Graph-Structured Feedback
Summary pending...
TMLR2025
From Words To Rewards: Leveraging Natural Language For Reinforcement Learning
Summary pending...
TMLR2025
Benchmarking Missing Data Imputation Methods in Socioeconomic Surveys
Summary pending...
TMLR2025
Still Competitive: Revisiting Recurrent Models for Irregular Time Series Prediction
Summary pending...
TMLR2025
LoDAdaC: a unified local training-based decentralized framework with adaptive gradients and compressed communication
Summary pending...
TMLR2025
Continuous Treatment Effect Estimation with Cauchy-Schwarz Divergence Information Bottleneck
Summary pending...
TMLR2025
Convergence of Stochastic Gradient Langevin Dynamics in the Lazy Training Regime
Summary pending...
TMLR2025
From Feature Visualization to Visual Circuits: Effect of Model Perturbation
Summary pending...
TMLR2025
Stochastic Multi-Objective Multi-Armed Bandits: Regret Definition and Algorithm
Summary pending...