Ayan Acharya

Senior Machine Learning Engg, LinkedIn

Researcher, LinkedIn

Joined

August 2018

Names

Ayan Acharya (Preferred)

Emails

****@utexas.edu (Confirmed)

****@linkedin.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Senior Machine Learning Engg

LinkedIn (linkedin.com)

2019 – Present

Researcher

LinkedIn (linkedin.com)

2019 – Present

Senior Data Scientist

NetFlix (netflix.com)

2018 – 2019

Researcher

NetFlix (netflix.com)

2018 – 2019

Machine Learning Research Engineer

Cognitive Scale Inc. (cognitivescale.com)

2015 – 2018

PhD student

University of Texas at Austin (utexas.edu)

2009 – 2015

Advisors, Relations & Conflicts

No relations added

Expertise

probabilistic graphical models

Present

graph neural networks

Present

unsupervised learning

Present

Publications

QuantEase: Optimization-based Quantization for Large Language Models
Kayhan Behdin, Ayan Acharya, Aman Gupta, Sathiya Keerthi, Rahul Mazumder
- Submitted to ICLR 2024
- Readers: Everyone
A Precise Characterization of SGD Stability Using Loss Surface Geometry
Gregory Dexter, Borja Ocejo, Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna
- ICLR 2024 poster
- Readers: Everyone
Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization
Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, Sathiya Keerthi, Rahul Mazumder
- Published: 23 Nov 2022, Last Modified: 05 May 2023
- OPT 2022 Poster
- Readers: Everyone
Variational Graph Auto-Encoders for Heterogeneous Information Network
Abhishek Dalvi, Ayan Acharya, Jing Gao, Vasant G Honavar
- Published: 22 Nov 2022, Last Modified: 05 May 2023
- NeurIPS 2022 GLFrontiers Workshop
- Readers: Everyone
A Dual Markov Chain Topic Model for Dynamic Environments
Ayan Acharya, Joydeep Ghosh, Mingyuan Zhou
- 2018 (modified: 12 Nov 2022)
- KDD 2018
- Readers: Everyone
Using metaheuristics to optimize the combination of classifier and cluster ensembles.
Luiz F. S. Coletta, Eduardo R. Hruschka, Ayan Acharya, Joydeep Ghosh
- 2015 (modified: 09 Nov 2022)
- Integr. Comput. Aided Eng.2015
- Readers: Everyone
Nonparametric Poisson Factorization Machine.
Avijit Saha, Ayan Acharya, Balaraman Ravindran, Joydeep Ghosh
- 2015 (modified: 09 Nov 2022)
- ICDM2015
- Readers: Everyone
An Optimization Framework for Combining Ensembles of Classifiers and Clusterers with Applications to Nontransductive Semisupervised Learning and Transfer Learning.
Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya
- 2014 (modified: 09 Nov 2022)
- ACM Trans. Knowl. Discov. Data2014
- Readers: Everyone
Cluster Ensembles: Theory and Applications.
Joydeep Ghosh, Ayan Acharya
- 2013 (modified: 07 May 2020)
- Data Clustering: Algorithms and Applications2013
- Readers: Everyone
Real Time Car Detection and Tracking in Mobile Devices.
Ayan Acharya, Jangwon Lee, An Chen
- 2012 (modified: 07 May 2020)
- ICCVE2012
- Readers: Everyone

View all 22 publications

Co-Authors

View all 33 co-authors