publications

2026

1. ICLR 2026

   Avoid Catastrophic Forgetting with Rank-1 Fisher from Diffusion Models

   Zekun Wang^*, Anant Gupta^*, Zihan Dong, and 1 more author

   arXiv preprint arXiv:2509.23593, 2026
2. Submitted ICML 2026

   Trust Region Continual Learning as an Implicit Meta-Learner

   Zekun Wang^*, Anant Gupta^*, and Christopher J MacLellan

   2026
3. Submitted ACL 2026

   CobwebTM: Probabilistic Concept Formation for Lifelong and Hierarchical Topic Modeling

   Karthik Singaravadivelan^*, Anant Gupta^*, Zekun Wang, and 1 more author

   2026
4. AAAI 2026 Workshop

   FinForge: Semi-Synthetic Financial Benchmark Generation

   Glenn Matlin, Akhil Theerthala^*, Anant Gupta^*, and 4 more authors

   AAAI 2026 AI4Finance Workshop, 2026

2025

1. ACS 2025

   Hierarchical Semantic Retrieval with Cobweb

   Anant Gupta^*, Karthik Singaravadivelan^*, and Zekun Wang

   2025

2024

1. APS

   Learning and using scores for efficient Bayesian filtering

   Nisha Chandramoorthy, Youssef Marzouk, and Anant Gupta

   Bulletin of the American Physical Society, 2024

2022

1. MDPI

   Rotating Binaries

   Anant Gupta, Idriss J Aberkane, Sourangshu Ghosh, and 3 more authors

   AppliedMath, 2022

2020

1. arXiv

   On cycles of generalized collatz sequences

   Anant Gupta

   arXiv preprint arXiv:2008.11103, 2020
2. SSRN

   Effect of Ambient Temperature on COVID 19 Infection Rate: Evidence from California

   Dhruv Gupta and Anant Gupta

   SSRN 3575404, 2020