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Rishabh K Iyer
Assistant Professor, Computer Science, University of Texas, Dallas
Research Scientist, Microsoft
Joined
May 2021
Names
Rishabh K Iyer
(Preferred)
,
Rishabh Iyer
,
Rishabh K. Iyer
Emails
****@u.washington.edu
(Confirmed)
,
****@microsoft.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@utdallas.edu
(Confirmed)
,
****@uw.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Semantic Scholar
Career & Education History
Assistant Professor
Computer Science,
University of Texas, Dallas
(utdallas.edu)
2019
–
Present
Research Scientist
Microsoft
(microsoft.com)
2016
–
Present
Postdoc
Electrical Engg,
University of Washington, Seattle
(uw.edu)
2015
–
2016
PhD student
Electrical Engg,
University of Washington, Seattle
(uw.edu)
2011
–
2015
MS student
Electrical Engg,
University of Washington, Seattle
(uw.edu)
2011
–
2013
Undergrad student
Indian Institute of Technology Bombay
(iitb.ac.in)
2007
–
2011
Advisors, Relations & Conflicts
PhD Advisee
Nathan Beck
2020
–
Present
Coauthor
Abir De
2020
–
Present
Coauthor
Baharan Mirzasdoleiman
2020
–
Present
PhD Advisee
Krishnateja Killamsetty
2019
–
Present
PhD Advisee
Suraj Kothawade
2019
–
Present
Coauthor
Ganesh Ramakrishnan
2015
–
Present
PhD Advisor
Jeff Bilmes
2011
–
2016
PhD Advisor
Jeffrey Bilmes
2011
–
2016
Expertise
Discrete Optimization
,
Submodular Optimization
,
Convex Optimization
,
Online Learning
Present
Semi-supervised Learning
2020
–
Present
Robust Learning
2020
–
Present
Compute Efficient Training
2019
–
Present
Data Efficient Training
2019
–
Present
Active Learning
2015
–
Present
Data Subset Selection
2015
–
Present
Submodular Optimization
2012
–
Present
Machine Learning
2011
–
Present
Online Learning
2016
–
2017
Publications
Looking Beyond the Known: Towards a Data Discovery Guided Open-World Object Detection
Anay Majee
,
Amitesh Gangrade
,
Rishabh K Iyer
NeurIPS 2025 poster
Readers:
Everyone
STONE: A Submodular Optimization Framework for Active 3D Object Detection
RUIYU MAO
,
Sarthak Kumar Maharana
,
Rishabh K Iyer
,
Yunhui Guo
NeurIPS 2024 poster
Readers:
Everyone
SCoRe: Submodular Combinatorial Representation Learning
Anay Majee
,
Suraj Nandkishor Kothawade
,
Krishnateja Killamsetty
,
Rishabh K Iyer
ICML 2024 Poster
Readers:
Everyone
SCoRe: Submodular Combinatorial Representation Learning for Real-World Class-Imbalanced Settings
Anay Majee
,
Suraj Nandkishor Kothawade
,
Krishnateja Killamsetty
,
Rishabh K Iyer
Submitted to ICLR 2024
Readers:
Everyone
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models
H S V N S Kowndinya Renduchintala
,
Krishnateja Killamsetty
,
Sumit Bhatia
,
Milan Aggarwal
,
Ganesh Ramakrishnan
,
Rishabh K Iyer
,
Balaji Krishnamurthy
EMNLP 2023 Findings
Readers:
Everyone
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings
Nathan Alexander Beck
,
Suraj Nandkishor Kothawade
,
Pradeep Shenoy
,
Rishabh K Iyer
13 Jun 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Beyond Active Learning: Leveraging the Full Potential of Human Interaction via Auto-Labeling, Human Correction, and Human Verification
Nathan Alexander Beck
,
Krishnateja Killamsetty
,
Suraj Nandkishor Kothawade
,
Rishabh K Iyer
13 Jun 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Effective Evaluation of Deep Active Learning on Image Classification Tasks
Nathan Alexander Beck
,
Durga S
,
Apurva Dani
,
Ganesh Ramakrishnan
,
Rishabh K Iyer
13 Jun 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks
Eeshaan Jain
,
Tushar Nandy
,
Gaurav Aggarwal
,
Ashish V. Tendulkar
,
Rishabh K Iyer
,
Abir De
NeurIPS 2023 poster
Readers:
Everyone
Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models
Parth Vipul Sangani
,
Arjun Shashank Kashettiwar
,
Pritish Chakraborty
,
Bhuvan Reddy Gangula
,
Durga S
,
Ganesh Ramakrishnan
,
Rishabh K Iyer
,
Abir De
ICML 2023 Poster
Readers:
Everyone
View all 35 publications
Co-Authors
Aakriti Lnu
Abir De
Alexandre V. Evfimievski
Amitesh Gangrade
Anay Majee
Apurva Dani
Arjun Shashank Kashettiwar
Ashish V. Tendulkar
Athresh Karanam
Balaji Krishnamurthy
Bethany Lusch
Bhuvan Reddy Gangula
Changbin Li
Chen Zhao
Colin White
Durga S
Eeshaan Jain
Feng Chen
Ganesh Ramakrishnan
Gaurav Aggarwal
Guttu Sai Abhishek
H S V N S Kowndinya Renduchintala
Haochen Wei
Harsha Kokel
Jeff A. Bilmes
View all 53 co-authors