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Ananth Grama

Full Professor, Purdue University

3 papers at NeurIPS 2025

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Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow

#1807 · Mengbo Wang, Shourya Verma, Aditya Malusare, Luopin Wang, Yiyang Lu, Vaneet Aggarwal, Mario Sola, Ananth Grama, Nadia Atallah Lanman

Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow

Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Robust Integrated Learning and Pauli Noise Mitigation for Parametrized Quantum Circuits

#1002 · Md Mobasshir Arshed Naved, Wenbo Xie, Wojciech Szpankowski, Ananth Grama

Poster Session 6

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Agnostic Continuous-Time Online Learning

#2907 · Pramith Devulapalli, Changlong Wu, Ananth Grama, Wojciech Szpankowski

We develop a general theory of agnostic online learning from continuous-time data streams under limited queries, providing tight regret bounds for both oblivious and adaptive settings.