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researcher

Romain Lepert

5 papers hereh-index 442 citations9 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedBayesian Optimization for Macro Placement

4 citations · 8 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024★ 1 cited

Mixture of Cache-Conditional Experts for Efficient Mobile Device Inference

Andrii Skliar, Ties van Rozendaal, Romain Lepert +5

Mixture of Experts (MoE) LLMs have recently gained attention for their ability to enhance performance by selectively engaging specialized subnetworks or "experts" for each input. H…

cs.LG2024

NeuroSteiner: A Graph Transformer for Wirelength Estimation

Sahil Manchanda, Dana Kianfar, Markus Peschl +2

A core objective of physical design is to minimize wirelength (WL) when placing chip components on a canvas. Computing the minimal WL of a placement requires finding rectilinear St…

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