Sanjoy Dasgupta

University of California-San Diego

2 papers at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

k_{n}

-nearest neighbor rule under adaptive sampling

#3106 · Robi Bhattacharjee, Geelon So, Sanjoy Dasgupta

Poster Session 5

1 paper

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

Exhibit Hall C,D,E

Low Precision Streaming PCA

#3007 · Sanjoy Dasgupta, Syamantak Kumar, Shourya Pandey, Purnamrita Sarkar

Low-precision quantized variants of Oja’s algorithm can provably converge in streaming PCA under suitably fine discretization while drastically reducing memory and compute requirements.