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Gabriel Arpino
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7
Inferring Change Points in High-Dimensional Regression via Approximate Message Passing
18 October 2024 by
Gabriel Arpino
and
others
Machine Learning
,
Statistics Theory
Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression
6 July 2023 by
Gabriel Arpino
and
Ramji Venkataramanan
Machine Learning
,
Information Theory
Greedy Heuristics and Linear Relaxations for the Random Hitting Set Problem
9 May 2023 by
Gabriel Arpino
and
others
Probability
,
Discrete Mathematics
(Dis)assortative Partitions on Random Regular Graphs
17 March 2022 by
Freya Behrens
and
others
Disordered Systems and Neural Networks
,
Statistical Mechanics
Group Testing in the High Dilution Regime
15 July 2021 by
Gabriel Arpino
and
others
Information Theory
,
Probability
On the role of data in PAC-Bayes bounds
27 October 2020 by
Gintare Karolina Dziugaite
and
others
Machine Learning
Using Information Invariants to Compare Swarm Algorithms and General Multi-Robot Algorithms: A Technical Report
25 February 2018 by
Gabriel Arpino
and
others
Robotics
,
Information Theory
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Key points
Topics
Information Theory
Machine Learning
Statistics Theory
Probability
Discrete Mathematics
Data Structures and Algorithms
Optimization and Control
Disordered Systems and Neural Networks
Statistical Mechanics
Robotics
Multiagent Systems