Donya Saless
Scholar

Donya Saless

Google Scholar ID: 7ryMkVEAAAAJ
PhD student at Toyota Technological Institute at Chicago
TheoryMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
18
 
H-index
2
 
i10-index
1
 
Publications
6
 
Co-authors
11
list available
Contact
Emaildonya.saless@gmail.comCVOpen ↗TwitterOpen ↗LinkedInOpen ↗
Publications
5 items
Prior Makes It Possible: From Sublinear Graph Algorithms to LLM Test-Time Methods
2025
Cited
0
Taming Imperfect Process Verifiers: A Sampling Perspective on Backtracking
2025
Cited
0
Proofs as Explanations: Short Certificates for Reliable Predictions
2025
Cited
0
PAC Learning with Improvements
2025
Cited
0
Regularized Robustly Reliable Learners and Instance Targeted Attacks
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
  • Taming Imperfect Process Verifiers: A Sampling Perspective on Backtracking (Preprint)
  • Prior Makes It Possible: From Sublinear Graph Algorithms to LLM Test-Time Methods (Preprint, alphabetical author order)
  • Proofs as Explanations: Short Certificates for Reliable Predictions (COLT 2025, alphabetical author order)
  • PAC Learning with Improvements (ICML 2025, alphabetical author order)
  • Regularized Robustly Reliable Learners and Instance Targeted Attacks (Preprint, NeurIPS 2025 Workshop, alphabetical author order)
  • HyperNetVec: Fast and scalable hierarchical embedding for hypergraphs (NetSci-X 2022)
Co-authors
11 total
Keshav Pingali
Keshav Pingali
Professor of Computer Science, The University of Texas at Austin
Dennis P. Wall
Dennis P. Wall
Professor, Stanford University
Avrim Blum
Avrim Blum
Professor and Chief Academic Officer, Toyota Technological Institute at Chicago
Chirag Pabbaraju
Chirag Pabbaraju
Stanford University
Steve Hanneke
Steve Hanneke
Purdue University
Dylan J. Foster
Dylan J. Foster
Principal Researcher, Microsoft Research
Yuchen Li
Yuchen Li
Carnegie Mellon University
Dhruv Rohatgi
Dhruv Rohatgi
Massachusetts Institute of Technology