Papers

12094 papers

TMLR2025

Evaluating Posterior Probabilities: Decision Theory, Proper Scoring Rules, and Calibration

Summary pending...

TMLR2025

Machine Learning with Physics Knowledge for Prediction: A Survey

Summary pending...

TMLR2025

GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D

Summary pending...

TMLR2025

Are Large Language Models Really Robust to Word-Level Perturbations?

Summary pending...

TMLR2025

An elementary concentration bound for Gibbs measures arising in statistical learning theory

Summary pending...

TMLR2025

Application of Bagged Copula-GP: Confirming Neural Dependency on Pupil Dilation

Summary pending...

TMLR2025

Towards Understanding Adversarial Transferability in Federated Learning

Summary pending...

TMLR2025

Regularized Proportional Fairness Mechanism for Resource Allocation Without Money

Summary pending...

TMLR2025

Meta-Learning to Teach Semantic Prompts for Open Domain Generalization in Vision-Language Models

Summary pending...

TMLR2025

TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis

Summary pending...

TMLR2025

Out-of-Distribution Learning with Human Feedback

Summary pending...

TMLR2025

Deep Tabular Learning via Distillation and Language Guidance

Summary pending...

TMLR2025

QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning

Summary pending...

TMLR2025

Diffusion on Graph: Augmentation of Graph Structure for Node Classification

Summary pending...

TMLR2025

Tree Ensembles for Contextual Bandits

Summary pending...

TMLR2025

An Investigation of Offline Reinforcement Learning in Factorisable Action Spaces

Summary pending...

TMLR2025

Improving CLIP Counting Accuracy via Parameter-Efficient Fine-Tuning

Summary pending...

TMLR2025

Variational Stochastic Gradient Descent for Deep Neural Networks

Summary pending...

TMLR2025

On the Properties and Estimation of Pointwise Mutual Information Profiles

Summary pending...

TMLR2025

Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust

Summary pending...