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Sucharita Roy

6 papers hereh-index 211 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.ST2
  • math.GM1
  • math.OC1
  • math.PR1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedFunction Optimization with Posterior Gaussian Derivative Process

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

stat.ME2026

The Bayesian Reflex: Online Learning as the Autonomic Nervous System of Modern and Future AI

Durba Bhattacharya, Sucharita Roy, Sourabh Bhattacharya

This chapter introduces the Bayesian reflex -- an analogy with the autonomic nervous system -- as a unifying framework for online learning in AI. Bayesian online algorithms automat…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.