Scholar
Ayan Acharya
Google Scholar ID: u11FXaoAAAAJ
LinkedIn Inc.
Citations & Impact
Citations
534
H-index
11
i10-index
13
Publications
20
Co-authors
42
list available
Contact
Publications
Resume (English only)
Academic Achievements
- QuantEase: Optimization-based Quantization for Language Models–An Efficient and Intuitive Algorithm; K Behdin, A Acharya, A Gupta, S Keerthi, R Mazumder; arXiv preprint arXiv:2309.01885
- mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization; K Behdin, Q Song, A Gupta, A Acharya, D Durfee, B Ocejo, S Keerthi; arXiv preprint arXiv:2302.09693
- A Precise Characterization of SGD Stability Using Loss Surface Geometry; G Dexter, B Ocejo, S Keerthi, A Gupta, A Acharya, R Khanna; ICLR 2024
- Optimizing for Member Value in an Edge Building Marketplace; A Acharya, S Gao, A Saha, B Ocejo, K Basu, K Selvaraj, R Mazumder; CIKM 2023
- Improved deep neural network generalization using m-sharpness-aware minimization; K Behdin, Q Song, A Gupta, D Durfee, A Acharya, S Keerthi, R Mazumder; NeurIPS 2023 OPT Workshop
- Variational Graph Auto-Encoders for Heterogeneous Information Network; A Dalvi, A Acharya, J Gao, VG Honavar; NeurIPS 2022 Workshop GLFrontiers
- A dual Markov chain topic model for dynamic environments; A Acharya, J Ghosh, M Zhou; KDD 2018
- Isometric graph neural networks; M Walker, B Yan, Y Xiao, Y Wang, A Acharya; arXiv preprint arXiv:2006.09554
Research Experience
- Research Scientist, working on machine learning related projects.
Background
- Research Scientist, focused on the field of machine learning.
Miscellany
- Personal interests and hobbies are not mentioned on the webpage.
