Papers
12094 papers
TMLR2025
Evaluating Interpretable Methods via Geometric Alignment of Functional Distortions
Summary pending...
TMLR2025
Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability
Summary pending...
TMLR2025
Doubly Robust Conditional VAE via Decoder Calibration: An Implicit KL Annealing Approach
Summary pending...
TMLR2025
Gradient-guided discrete walk-jump sampling for biological sequence generation
Summary pending...
TMLR2025
Federated Learning with Efficient Local Adaptation for Realized Volatility Prediction
Summary pending...
TMLR2025
Continual Learning from Simulated Interactions via Multitask Prospective Rehearsal for Bionic Limb Behavior Modeling
Summary pending...
TMLR2025
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs)
Summary pending...
TMLR2025
The RealHumanEval: Evaluating Large Language Models’ Abilities to Support Programmers
Summary pending...
TMLR2025
Convex Relaxation for Solving Large-Margin Classifiers in Hyperbolic Space
Summary pending...
TMLR2025
Mind the truncation gap: challenges of learning on dynamic graphs with recurrent architectures
Summary pending...
TMLR2025
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning
Summary pending...
TMLR2025
Lognormal Mutations and their Use in Detecting Surreptitious Fake Images
Summary pending...
TMLR2025
Counterfactual Fairness on Graphs: Augmentations, Hidden Confounders, and Identifiability
Summary pending...