Papers
12094 papers
TMLR2025
Detecting generalization deficits in large language and reasoning models by using natural variations in simple problems
Summary pending...
TMLR2025
A Case for Library-Level $k$-Means Binning in Histogram Gradient-Boosted Trees
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
Learning Deformable Body Interactions With Adaptive Spatial Tokenization
Summary pending...
TMLR2025
TabRep: Training Tabular Diffusion Models with a Simple and Effective Continuous Representation
Summary pending...
TMLR2025
When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models
Summary pending...
TMLR2025
Fast weight programming and linear transformers: from machine learning to neurobiology
Summary pending...
TMLR2025
Cropping outperforms dropout as an augmentation strategy for self-supervised training of text embeddings
Summary pending...
TMLR2025
Exploring exploration with foundation agents in interactive environments
Summary pending...
TMLR2025
Inherently Robust Control through Maximum-Entropy Learning-Based Rollout
Summary pending...
TMLR2025
Melody or Machine: Detecting Synthetic Music with Dual-Stream Contrastive Learning
Summary pending...
TMLR2025
The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric
Summary pending...