Publications

1593 results for Machine Learning

RANDOMIZED MATRIX-FREE QUADRATURE: UNIFIED AND UNIFORM BOUNDS FOR STOCHASTIC LANCZOS QUADRATURE AND THE KERNEL POLYNOMIAL METHOD
- - Tyler Chen
  - Thomas Trogdon
  - et al.
- 2025
- SIAM Journal on Scientific Computing
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
  - João Gonçalves
  - 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 T. Phan
- 2025
- SDM 2025
Convergence-Guaranteed Elastic Net Graphical Model Estimation with Applications to Anomaly Localization
- - Dzung T. Phan
  - Matt Menickelly
  - et al.
- 2025
- SDM 2025
Goal-Driven Data Story, Narrations and Explanations
- - Aniya Aggarwal
  - Ankush Gupta
  - et al.
- 2025
- NAACL 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
Neural Embedding Compression for Earth Observation Data – an Ablation Study
- - Amelie Elisabeth Koch
  - Isabelle Wittmann
  - et al.
- 2025
- EGU 2025