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researcher

Martin Loncaric

2 papers hereh-index 223 citations2 works total

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

author position
  • first author1
  • middle author1

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

fields
  • cs.IT1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedA Better Match for Drivers and Riders: Reinforcement Learning at Lyft

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IT2025★ 1 cited

Pcodec: Better Compression for Numerical Sequences

Martin Loncaric, Niels Jeppesen, Ben Zinberg

We present Pcodec (Pco), a format and algorithm for losslessly compressing numerical (float or integer) sequences. Pco's core and most novel component is a binning algorithm that q…

cs.LG2023★ 2 cited

A Better Match for Drivers and Riders: Reinforcement Learning at Lyft

Xabi Azagirre, Akshay Balwally, Guillaume Candeli +16

To better match drivers to riders in our ridesharing application, we revised Lyft's core matching algorithm. We use a novel online reinforcement learning approach that estimates th…

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