Publications

1648 results for Machine Learning

HGR-TabE: Universal Tabular Embeddings via Maximal Correlation Alignment
- - Niharika DSouza
  - Liane Vogel
  - et al.
- 2026
- ICML 2026
Workshop paper
Stop Guessing When to Stop Testing: Efficient Model Evaluation with Just Enough Data
- - Ofir Arviv
  - Kristjan Greenewald
  - et al.
- 2026
- ACL 2026
Conference paper
AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from Wikipedia
- - Sultan Alrowili
  - Younes Samih
  - et al.
- 2026
- ACL 2026
Conference paper
STaD: Scaffolded Task Design for Identifying Compositional Skill Gaps in LLMs
- - Sungeun An
  - Swanand Ravindra Kadhe
  - et al.
- 2026
- ACL 2026
Paper
PowerGrad: Hierarchical Power Management for Power-Limited ML Inference Clusters
- - Hyoungwook Nam
  - Raghavendra Pothukuchi
  - et al.
- 2026
- ISCA 2026
Conference paper
Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs
- - Yifan Zhao
  - Egan Johnson
  - et al.
- 2026
- PLDI 2026
Conference paper
Data valuation model for non-monetary exchanges
- - Julia Blyumen
  - Eitan Farchi
- 2026
- arXiv
Paper
How to Embed Matters: Evaluation of EO Embedding Design Choices
- - Luis Gilch
  - Isabelle Wittmann
  - et al.
- 2026
- CVPR 2026
Workshop paper
Conditional Monge Gap enables generalizable single-cell perturbation modelling
- - Alice Driessen
  - Dhruva Abhijit Rajwade
  - et al.
- 2026
- Nature Machine Intelligence
Paper
Agent Lifecycle Toolkit (ALTK): Reusable Middleware Components for Robust AI Agents
- - Zidane Wright
  - Jason Tsay
  - et al.
- 2026
- ACM CAIS 2026
Demo paper