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researcher

D. Rothchild

10 papers hereh-index 102.4k citations20 works total

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

author position
  • first author3
  • middle author7

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • astro-ph.IM4
  • cs.SD1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedCarbon Emissions and Large Neural Network Training

129 citations · 192 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

cs.LG2019

Communication-efficient distributed SGD with Sketching

Nikita Ivkin, Daniel Rothchild, Enayat Ullah +3

Large-scale distributed training of neural networks is often limited by network bandwidth, wherein the communication time overwhelms the local computation time. Motivated by the su…

astro-ph.IM2019

ALTSched: Improved Scheduling for Time-Domain Science with LSST

Daniel Rothchild, Christopher Stubbs, Peter Yoachim

Telescope scheduling is the task of determining the best sequence of observations (pointings and filter choices) for a survey system. Because it is computationally intractable to o…

astro-ph.IM2019

Strongly lensed SNe Ia in the era of LSST: observing cadence for lens discoveries and time-delay measurements

S. Huber, S. H. Suyu, U. M. Noebauer +10

The upcoming Large Synoptic Survey Telescope (LSST) will detect many strongly lensed Type Ia supernovae (LSNe Ia) for time-delay cosmography. This will provide an independent and d…

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