Soumyabrata Pal
Scholar

Soumyabrata Pal

Google Scholar ID: J4UxoTEAAAAJ
Adobe Research, India
LLM EfficiencyMachine Learning TheoryApplied Statistics
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
448
 
H-index
14
 
i10-index
18
 
Publications
20
 
Co-authors
38
list available
Contact
No contact links provided.
Publications
8 items
From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step Reasoning
2026
Cited
0
KITE: Kernelized and Information Theoretic Exemplars for In-Context Learning
2025
Cited
0
Regret minimization in Linear Bandits with offline data via extended D-optimal exploration
2025
Cited
0
Relic: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
2025
Cited
0
From Selection to Generation: A Survey of LLM-based Active Learning
2025
Cited
0
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks
arXiv.org · 2024
Cited
0
Sparse Linear Bandits with Blocking Constraints
2024
Cited
1
FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
38 total
Arya Mazumdar
Arya Mazumdar
HDSI Endowed Chair Professor in AI, University of California, San Diego
Prateek Jain
Prateek Jain
Google Research India
Andrew McGregor
Andrew McGregor
University of Massachusetts, Amherst
Barna Saha
Barna Saha
Harry E. Gruber Endowed Chair Professor, University of California San Diego
Sainyam Galhotra
Sainyam Galhotra
Cornell University
Akshay Krishnamurthy
Akshay Krishnamurthy
University of Massachusetts Amherst
Wasim Huleihel
Wasim Huleihel
Assistant Professor, Tel-Aviv University
Arun Sai Suggala
Arun Sai Suggala
Google Research