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researcher

Sudeep Kanav

4 papers hereh-index 5100 citations20 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most cited1-2-3-Go! Policy Synthesis for Parameterized Markov Decision Processes via Decision-Tree Learning and Generalization

3 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 2 cited

Monitizer: Automating Design and Evaluation of Neural Network Monitors

Muqsit Azeem, Marta Grobelna, Sudeep Kanav +3

The behavior of neural networks (NNs) on previously unseen types of data (out-of-distribution or OOD) is typically unpredictable. This can be dangerous if the network's output is u…

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