Papers
12094 papers
TMLR2025
AIMing for Standardised Explainability Evaluation in GNNs: A Framework and Case Study on Graph Kernel Networks
Summary pending...
TMLR2025
Multimodal Deception in Explainable AI: Concept-Level Backdoor Attacks on Concept Bottleneck Models
Summary pending...
TMLR2025
Asymptotically and Minimax Optimal Regret Bounds for Multi-Armed Bandits with Abstention
Summary pending...
TMLR2025
Kernel Neural Operators (KNOs) for Scalable, Memory-efficient, Geometrically-flexible Operator Learning
Summary pending...
TMLR2025
Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution
Summary pending...
TMLR2025
Adaptive Model Selection in Offline Contextual MDP's without Stationarity
Summary pending...
TMLR2025
A Tighter Bound for Reward Learning in Reinforcement Learning from Human Feedback
Summary pending...
TMLR2025
D-Garment: Physically Grounded Latent Diffusion for Dynamic Garment Deformations
Summary pending...
TMLR2025
State Design Matters: How Representations Shape Dynamic Reasoning in Large Language Models
Summary pending...
TMLR2025
ABCDE: Agentic-Based Controlled Dynamic Erasure for Intent-Aware Safety Reasoning
Summary pending...
TMLR2025
MixtureVitae: Open Web-Scale Pretraining Dataset With High Quality Instruction and Reasoning Data Built from Permissive-First Text Sources
Summary pending...