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 | 115 | 2021 |
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 | 22 | 2018 |
Statistical-computational tradeoffs in mixed sparse linear regression G Arpino, R Venkataramanan The Thirty Sixth Annual Conference on Learning Theory, 921-986, 2023 | 4 | 2023 |
(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 | 4 | 2022 |
Group testing in the high dilution regime G Arpino, N Grometto, AS Bandeira 2021 IEEE International Symposium on Information Theory (ISIT), 1955-1960, 2021 | 4 | 2021 |
Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing G Arpino, X Liu, R Venkataramanan arXiv preprint arXiv:2404.07864, 2024 | 3 | 2024 |
Greedy Heuristics and Linear Relaxations for the Random Hitting Set Problem G Arpino, D Dmitriev, N Grometto arXiv preprint arXiv:2305.05565, 2023 | 3 | 2023 |
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 | 3 | 2018 |
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 | 3 | 2018 |
Full stack swarm architecture K Morris, G Arpino, S Nagavalli, K Sycara RISS Working? Papers Journal, 2018 | 3 | 2018 |
Towards generalization guarantees for SGD: Data-dependent PAC-Bayes priors GK Dziugaite, G Arpino, DM Roy | 3 | 2018 |
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 |