Papers

12094 papers

TMLR2025

Batched Nonparametric Bandits via k-Nearest Neighbor UCB

Summary pending...

TMLR2025

Detecting generalization deficits in large language and reasoning models by using natural variations in simple problems

Summary pending...

TMLR2025

CatScreen: A Large MultiModal Benchmark Dataset for Cataract Screening

Summary pending...

TMLR2025

A Case for Library-Level $k$-Means Binning in Histogram Gradient-Boosted Trees

Summary pending...

TMLR2025

Nonlinear reconciliation: Error reduction theorems

Summary pending...

TMLR2025

Repulsive Monte Carlo on the sphere for the sliced Wasserstein distance

Summary pending...

TMLR2025

Inherently Robust Control through Maximum-Entropy Learning-Based Rollout

Summary pending...

TMLR2025

Domain Translation with Monolingual Lexical Distribution

Summary pending...

TMLR2025

Overcoming Non-stationary Dynamics with Evidential Proximal Policy Optimization

Summary pending...

TMLR2025

Harmonic Loss Trains Interpretable AI Models

Summary pending...

TMLR2025

Learning Deformable Body Interactions With Adaptive Spatial Tokenization

Summary pending...

TMLR2025

Model Debiasing by Learnable Data Augmentation

Summary pending...

TMLR2025

Exploring exploration with foundation agents in interactive environments

Summary pending...

TMLR2025

Melody or Machine: Detecting Synthetic Music with Dual-Stream Contrastive Learning

Summary pending...

TMLR2025

Cropping outperforms dropout as an augmentation strategy for self-supervised training of text embeddings

Summary pending...

TMLR2025

Towards Online Multimodal Social Interaction Understanding

Summary pending...

TMLR2025

Efficient Few-Shot Continual Learning in Vision-Language Models

Summary pending...

TMLR2025

TimeAutoDiff: A Unified Framework for Generation, Imputation, Forecasting, and Time-Varying Metadata Conditioning of Heterogeneous Time Series Tabular Data

Summary pending...

TMLR2025

Node Embeddings via Neighbor Embeddings

Summary pending...

TMLR2025

Clus-UCB: A Near-Optimal Algorithm for Clustered Bandits

Summary pending...