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researcher

Dominique C. Perrault-Joncas

14 papers hereh-index 6273 citations25 works total

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

author position
  • first author1
  • middle author11
  • last author1

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • econ.TH2
  • stat.ME2
  • cs.AI1
  • cs.MA1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedEstimating Vector Fields on Manifolds and the Embedding of Directed Graphs

5 citations · 5 across the 13 of their papers we have counts for

collaborators
Showing 2026 · cs.LGShow all

2 papers · 2 filters

cs.LG2026

Forecasting from Counterfactual Simulator Rollouts: A Sim2Real Evaluation

Angel Wang, Dominique Perrault-Joncas, Alvaro Maggiar +2

Deploying a new decision policy creates a cold-start problem for prediction models whose targets depend on the policy's actions: historical observations reflect earlier policies, w…

cs.LG2026

Proximal Residual Value Functions for Consistent Planning and Real-Time Execution

Harrison Waldon, Carson Eisenach, Akhil Bagaria +4

We study two-timescale decision systems in which a planning layer periodically supplies a continuation-value function to a real-time optimizer that allocates arriving resources, wi…

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