Publications

1444 results for Machine Learning

How AI can accelerate Materials Discovery for CO2 Capture
- - Mathias Steiner
- 2025
- Canadian Separations Symposium 2025
Wafer Defect Root Cause Analysis with Partial Trajectory Regression
- - Kohei Miyaguchi
  - Masao Joko
  - et al.
- 2025
- ASMC 2025
Integer Programming Based Methods and Heuristics for Causal Graph Learning
- - Sanjeeb Dash
  - Joao Goncalves
  - et al.
- 2025
- AISTATS 2025
Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation
- - Lucile Ter-Minassian
  - Liran Szlak
  - et al.
- 2025
- AISTATS 2025
Hybrid Bayesian Optimization with DIRECT
- - Hongsheng Liu
  - Dzung Phan
- 2025
- SDM 2025
Convergence-Guaranteed Elastic Net Graphical Model Estimation with Applications to Anomaly Localization
- - Dzung Phan
  - Matt Menickelly
  - et al.
- 2025
- SDM 2025
Challenges and Remedies of Domain-Specific Classifiers as LLM Guardrails: Self-Harm as a Case Study
- - Bing Zhang
  - Guang-Jie Ren
- 2025
- NAACL 2025
Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons
- - Shahaf Bassan
  - Ron Eliav
  - et al.
- 2025
- ICLR 2025
Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference
- - Matthew Riemer
  - Gopeshh Subbaraj
  - et al.
- 2025
- ICLR 2025
Graph Neural Preconditioners for Iterative Solutions of Sparse Linear Systems
- - Jie Chen
- 2025
- ICLR 2025