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Gabriel Arpino
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On the role of data in PAC-Bayes bounds
GK Dziugaite, K Hsu, W Gharbieh, G Arpino, D Roy
International Conference on Artificial Intelligence and Statistics, 604-612, 2021
992021
Dependence of supercapacitor performance on macro-structure of monolithic biochar electrodes
JN Caguiat, G Arpino, SG Krigstin, DW Kirk, CQ Jia
Biomass and bioenergy 118, 126-132, 2018
202018
Group testing in the high dilution regime
G Arpino, N Grometto, AS Bandeira
2021 IEEE International Symposium on Information Theory (ISIT), 1955-1960, 2021
32021
Using information invariants to compare swarm algorithms and general multi-robot algorithms: a technical report
G Arpino, K Morris, S Nagavalli, K Sycara
arXiv preprint arXiv:1802.08995, 2018
32018
Full stack swarm architecture
K Morris, G Arpino, S Nagavalli, K Sycara
RISS Working? Papers Journal, 2018
32018
Statistical-computational tradeoffs in mixed sparse linear regression
G Arpino, R Venkataramanan
The Thirty Sixth Annual Conference on Learning Theory, 921-986, 2023
22023
(Dis) assortative partitions on random regular graphs
F Behrens, G Arpino, Y Kivva, L Zdeborová
Journal of Physics A: Mathematical and Theoretical 55 (39), 395004, 2022
22022
Using information invariants to compare swarm algorithms and general multi-robot algorithms
G Arpino, K Morris, S Nagavalli, K Sycara
2018 IEEE International Conference on Robotics and Automation (ICRA), 7682-7687, 2018
22018
Towards generalization guarantees for SGD: Data-dependent PAC-Bayes priors
GK Dziugaite, G Arpino, DM Roy
22018
Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing
G Arpino, X Liu, R Venkataramanan
arXiv preprint arXiv:2404.07864, 2024
2024
Greedy Heuristics and Linear Relaxations for the Random Hitting Set Problem
G Arpino, D Dmitriev, N Grometto
arXiv preprint arXiv:2305.05565, 2023
2023
On the role of data in PAC-Bayes bounds
G Karolina Dziugaite, K Hsu, W Gharbieh, G Arpino, DM Roy
arXiv e-prints, arXiv: 2006.10929, 2020
2020
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