Papers

12094 papers

TMLR2025

Variance Reduced Smoothed Functional REINFORCE Policy Gradient Algorithms

Summary pending...

TMLR2025

Algorithmic fairness with monotone likelihood ratios

Summary pending...

TMLR2025

Random Erasing vs. Model Inversion: A Promising Defense or a False Hope?

Summary pending...

TMLR2025

Sortability of Time Series Data

Summary pending...

TMLR2025

Efficient Object-Centric Representation Learning using Masked Generative Modeling

Summary pending...

TMLR2025

Generalizable Spectral Embedding with an Application to UMAP

Summary pending...

TMLR2025

Collaborative Compressors in Distributed Mean Estimation with Limited Communication Budget

Summary pending...

TMLR2025

The Future of MLLM Prompting is Adaptive: A Comprehensive Experimental Evaluation of Prompt Engineering Methods for Robust Multimodal Performance

Summary pending...

TMLR2025

Heterogeneous Knowledge for Augmented Modular Reinforcement Learning

Summary pending...

TMLR2025

TP-Blend: Textual-Prompt Attention Pairing for Precise Object-Style Blending in Diffusion Models

Summary pending...

TMLR2025

Foldable SuperNets: Scalable Merging of Transformers with Different Initializations and Tasks

Summary pending...

TMLR2025

FoMo-0D: A Foundation Model for Zero-shot Tabular Outlier Detection

Summary pending...

TMLR2025

Spatio-temporal Partial Sensing Forecast of Long-term Traffic

Summary pending...

TMLR2025

High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation

Summary pending...

TMLR2025

Adversarial Bandits Against Arbitrary Strategies

Summary pending...

TMLR2025

A Pattern Language for Machine Learning Tasks

Summary pending...

TMLR2025

Unlearning Misalignment for Personalized LLM Adaptation via Instance-Response-Dependent Discrepancies

Summary pending...

TMLR2025

Thompson Sampling For Bandits With Cool-Down Periods

Summary pending...

TMLR2025

Diversity-Enhanced and Classification-Aware Prompt Learning for Few-Shot Learning via Stable Diffusion

Summary pending...

TMLR2025

Incorporating Spatial Information into Goal-Conditioned Hierarchical Reinforcement Learning via Graph Representations

Summary pending...