Publications

1650 results for Machine Learning

Robust Pre-Training of Time-Series Foundation Models
- - Takayuki Katsuki
  - Tomoya Sakai
  - et al.
- 2025
- IBISML 2025
Poster
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
- - Changsheng Wang
  - Chongyu Fan
  - et al.
- 2025
- EMNLP 2025
Conference paper
DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers
- - Navve Wasserman
  - Oliver Heinimann
  - et al.
- 2025
- EMNLP 2025
Conference paper
Finding Probably Approximate Optimal Solutions by Training to Estimate the Optimal Values of Subproblems
- - Nimrod Megiddo
  - Segev Wasserkrug
  - et al.
- 2025
- arXiv
Paper
Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning
- - Radu Marinescu
  - Elizabeth Daly
  - et al.
- 2025
- ECAI 2025
Conference paper
Enhanced Deep Q-Learning with Gaussian Mixtures
- - Chainesh Gautam
  - Kamanchi Chandramouli
  - et al.
- 2026
- AAMAS 2026
Short paper
Agentic Process Observability: Discovering Behavioral Variability
- - Fabiana Fournier
  - Lior Limonad
  - et al.
- 2025
- ECAI 2025
Workshop paper
EvalAssist: Insights on Task-Specific Evaluations and AI-assisted Judgement Strategy Preferences
- - Zahra Ashktorab
  - Michael Desmond
  - et al.
- 2025
- UIST 2025
Conference paper
An Online, Probabilistic Distributed Tracing System
- - Mert Toslali
  - Syed Qasim
  - et al.
- 2024
- IC2E 2024
Conference paper
Phrase-grounded Fact-checking for Automatically Generated Chest X-ray Reports
- - Razi Mahmood
  - Diego Machado Reyes
  - et al.
- 2025
- MICCAI 2025
Conference paper