Scholar
Daniel Hsu
Google Scholar ID: Bp6tvy0AAAAJ
Columbia University
Algorithmic statistics
learning theory
machine learning
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Citations & Impact
All-time
Citations
12,367
H-index
50
i10-index
97
Publications
20
Co-authors
154
list available
Contact
Email
djhsu@cs.columbia.edu
CV
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Publications
14 items
A One-Inclusion Graph Approach to Multi-Group Learning
2026
Cited
0
ShakyPrepend: A Multi-Group Learner with Improved Sample Complexity
2026
Cited
0
Group-realizable multi-group learning by minimizing empirical risk
2026
Cited
0
Time-Aware Synthetic Control
arXiv.org · 2026
Cited
0
Panprediction: Optimal Predictions for Any Downstream Task and Loss
2025
Cited
0
Prior Makes It Possible: From Sublinear Graph Algorithms to LLM Test-Time Methods
2025
Cited
0
Investigating the Association Between Text-Based Indications of Foodborne Illness from Yelp Reviews and New York City Health Inspection Outcomes (2023)
2025
Cited
0
Fast attention mechanisms: a tale of parallelism
2025
Cited
0
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Resume (English only)
Academic Achievements
Associate Editor of ACM Transactions on Algorithms (since 2017)
Action Editor of Journal of Machine Learning Research (since 2022)
Associate Editor of SIAM Journal on Mathematics of Data Science (since 2021)
Program Chair or Co-Chair for major conferences including:
- International Conference on Algorithmic Learning Theory (ALT 2024)
- Conference on Learning Theory (COLT 2019)
- International Conference on Machine Learning (ICML 2025)
Longstanding Program Committee member for AAAI, AISTATS, ALT, COLT, FOCS, ICML, NeurIPS, UAI, etc.
Organized academic events including Columbia Foundations of Data Science Center workshops and Simons Institute programs
Co-authors
154 total
Sham M Kakade
Harvard University
Tong Zhang
UIUC
Anima Anandkumar
California Institute of Technology and NVIDIA
Matus Telgarsky
Courant Institute of Mathematical Sciences, New York University
John Langford
Microsoft Research New York
Mikhail (Misha) Belkin
Professor of Data Science, Halıcıoğlu Data Science Institute, CSE, UCSD, Amazon Scholar
Roxana Geambasu
Assistant Professor of Computer Science, Columbia University
Sanjoy Dasgupta
Professor of Computer Science, University of California - San Diego
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