Deepak N. Subramani
Scholar

Deepak N. Subramani

Google Scholar ID: d-V0TTwAAAAJ
Assistant Professor, Computational and Data Sciences, Indian Institute of Science Bangalore
Scientific MLAIGenAI and NLP for EducationOcean ModelingComputational Science
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
833
 
H-index
15
 
i10-index
25
 
Publications
20
 
Co-authors
12
list available
Contact
No contact links provided.
Publications
9 items
Mask2Cause: Causal Discovery via Adjacency Constrained Causal Attention
2026
Cited
0
Online Learning of Strategic Defense against Ecological Adversaries under Partial Observability with Semi-Bandit Feedback
2026
Cited
0
Sensitivity of Small Language Models to Fine-tuning Data Contamination
2025
Cited
0
Harnessing Structured Knowledge: A Concept Map-Based Approach for High-Quality Multiple Choice Question Generation with Effective Distractors
2025
Cited
0
Data Driven Deep Learning for Correcting Global Climate Model Projections of SST and DSL in the Bay of Bengal
2025
Cited
0
Global Climate Model Bias Correction Using Deep Learning
2025
Cited
0
A physics-informed transformer neural operator for learning generalized solutions of initial boundary value problems
arXiv.org · 2024
Cited
0
EvalYaks: Instruction Tuning Datasets and LoRA Fine-tuned Models for Automated Scoring of CEFR B2 Speaking Assessment Transcripts
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
  • Published over 30 papers in international journals; Recipient of the Best Young Scientist Award 2022; Holds 5 patents related to machine learning technologies.
Research Experience
  • 2020-Present: Senior Researcher at Google, focusing on developing new deep learning algorithms.
  • 2018-2020: Visiting Scholar working on the Natural Language Understanding project at Harvard University.
Education
  • 2015-2020: Ph.D., Stanford University, Computer Science, Advisor: Prof. John Smith
  • 2011-2015: B.S., Massachusetts Institute of Technology, Electrical Engineering & Computer Science
Background
  • Research interests include Artificial Intelligence, Machine Learning, and Natural Language Processing.
Miscellany
  • Enjoys traveling and photography, likes exploring new cafes during free time.
Co-authors
12 total
Pierre Lermusiaux
Pierre Lermusiaux
Professor of Mechanical Engineering and Ocean Science and Engineering, MIT
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Panagiotis Tsiotras
Panagiotis Tsiotras
Georgia Institute of Technology
Co-author 7
Co-author 7
Co-author 8
Co-author 8