Papers

12094 papers

TMLR2025

A Local Polyak-Łojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models

Summary pending...

TMLR2025

A Stochastic Polynomial Expansion for Uncertainty Propagation through Networks

Summary pending...

TMLR2025

Can Kernel Methods Explain How the Data Affects Neural Collapse?

Summary pending...

TMLR2025

Solving the Cold Start Problem on One's Own as an End User via Preference Transfer

Summary pending...

TMLR2025

Accelerating Learned Image Compression Through Modeling Neural Training Dynamics

Summary pending...

TMLR2025

A Baseline Method for Removing Invisible Image Watermarks using Deep Image Prior

Summary pending...

TMLR2025

Emergent Symbol-like Number Variables in Artificial Neural Networks

Summary pending...

TMLR2025

ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control

Summary pending...

TMLR2025

ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization

Summary pending...

TMLR2025

Doubly Robust Uncertainty Quantification for Quantile Treatment Effects in Sequential Decision Making

Summary pending...

TMLR2025

Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients

Summary pending...

TMLR2025

Agreement-Based Cascading for Efficient Inference

Summary pending...

TMLR2025

Change Point Detection on A Separable Model for Dynamic Networks

Summary pending...

TMLR2025

Revisiting B2T: Discovering and Mitigating Visual Biases through Keyword Explanations

Summary pending...

TMLR2025

RESTOR: Knowledge Recovery in Machine Unlearning

Summary pending...

TMLR2025

FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback

Summary pending...

TMLR2025

[RE] GNNBoundary: Finding Boundaries and Going Beyond Them

Summary pending...

TMLR2025

Test-time Contrastive Concepts for Open-world Semantic Segmentation with Vision-Language Models

Summary pending...

TMLR2025

Controlled Model Debiasing through Minimal and Interpretable Updates

Summary pending...

TMLR2025

Modeling Human Beliefs about AI Behavior for Scalable Oversight

Summary pending...