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researcher

M. Lombardi

2 papers hereh-index 241.9k citations108 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
same name
  • M. Lombardi — 6 papers, h 2
  • M. Lombardi — 5 papers, h 16
  • M. Lombardi — 2 papers, h 2
  • M. Lombardi — 1 paper, h 6
  • M. Lombardi — 1 paper, h 42

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedScore Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2026

SEER: Supervised Learning to Control Energetic Reasoning

Sascha Van Cauwelaert, Michele Lombardi, Pierre Schaus

One of the main strengths of Constraint Programming is the ability to reduce the search space via propagation. However, propagation is a double-edged sword, with more pruning power…

cs.LG2026★ 4 cited

Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning

Mattia Silvestri, Senne Berden, Jayanta Mandi +4

Many real-world optimization problems contain parameters that are unknown before deployment time, either due to stochasticity or to lack of information (e.g., demand or travel time…

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