Acharya, Ayan

8 publications

ECML-PKDD 2025 Transaction Categorization with Relational Deep Learning in QuickBooks Kaiwen Dong, Padmaja Jonnalagedda, Xiang Gao, Ayan Acharya, Maria Kissa, Mauricio Flores, Nitesh V. Chawla, Kamalika Das

ICLR 2024 A Precise Characterization of SGD Stability Using Loss Surface Geometry Gregory Dexter, Borja Ocejo, Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna

NeurIPSW 2022 Improved Deep Neural Network Generalization Using M-Sharpness-Aware Minimization Kayhan Behdin, Qingquan Song, Aman Gupta, David Durfee, Ayan Acharya, Sathiya Keerthi, Rahul Mazumder

NeurIPSW 2022 Variational Graph Auto-Encoders for Heterogeneous Information Network Abhishek Dalvi, Ayan Acharya, Jing Gao, Vasant G Honavar

ECML-PKDD 2015 Gamma Process Poisson Factorization for Joint Modeling of Network and Documents Ayan Acharya, Dean Teffer, Jette Henderson, Marcus Tyler, Mingyuan Zhou, Joydeep Ghosh

AISTATS 2015 Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices Ayan Acharya, Joydeep Ghosh, Mingyuan Zhou

ECML-PKDD 2013 Noisy Matrix Completion Using Alternating Minimization Suriya Gunasekar, Ayan Acharya, Neeraj Gaur, Joydeep Ghosh

ECML-PKDD 2013 Using Both Latent and Supervised Shared Topics for Multitask Learning Ayan Acharya, Aditya Rawal, Raymond J. Mooney, Eduardo R. Hruschka