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Paula Gradu

12 papers hereh-index 9259 citations11 works total

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

author position
  • first author5
  • middle author7

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ME2
  • cs.CY1
  • cs.RO1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedAdaptive Regret for Control of Time-Varying Dynamics

14 citations · 41 across the 12 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 4 cited

Non-Stochastic Control with Bandit Feedback

Paula Gradu, John Hallman, Elad Hazan

We study the problem of controlling a linear dynamical system with adversarial perturbations where the only feedback available to the controller is the scalar loss, and the loss fu…

cs.LG2020★ 14 cited

Adaptive Regret for Control of Time-Varying Dynamics

Paula Gradu, Elad Hazan, Edgar Minasyan

We consider the problem of online control of systems with time-varying linear dynamics. This is a general formulation that is motivated by the use of local linearization in control…

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