Surbhi Goel
Scholar

Surbhi Goel

Google Scholar ID: Zqz4CQoAAAAJ
Assistant Professor, University of Pennsylvania
Learning TheoryMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,055
 
H-index
21
 
i10-index
31
 
Publications
20
 
Co-authors
76
list available
Contact
Emailsurbhig@cis.upenn.eduCVOpen ↗GitHubOpen ↗
Publications
15 items
Less Data, Faster Training: repeating smaller datasets speeds up learning via sampling biases
2026
Cited
0
Learning When to Stop: Selective Imitation Learning Under Arbitrary Dynamics Shift
2026
Cited
0
Weight Clipping for Robust Conformal Inference under Unbounded Covariate Shifts
2026
Cited
0
Model Agreement via Anchoring
2026
Cited
0
Reliable Abstention under Adversarial Injections: Tight Lower Bounds and New Upper Bounds
2026
Cited
0
Personalization Aids Pluralistic Alignment Under Competition
2026
Cited
0
In Good GRACEs: Principled Teacher Selection for Knowledge Distillation
2025
Cited
0
Why Do Transformers Fail to Forecast Time Series In-Context?
2025
Cited
0
Resume (English only)
Co-authors
76 total
Co-author 1
Co-author 1
Cyril Zhang
Cyril Zhang
OpenAI
Sham M Kakade
Sham M Kakade
Harvard University
Co-author 4
Co-author 4
Akshay Krishnamurthy
Akshay Krishnamurthy
University of Massachusetts Amherst
Benjamin L. Edelman
Benjamin L. Edelman
U.S. Center for AI Standards and Innovation
Bingbin Liu
Bingbin Liu
Postdoc research fellow at Simons Institute; PhD from Carnegie Mellon University
Eran Malach
Eran Malach
Apple