Cioba, Alexandru

5 publications

NeurIPS 2024 Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization Davide Buffelli, Jamie McGowan, Wangkun Xu, Alexandru Cioba, Da-shan Shiu, Guillaume Hennequin, Alberto Bernacchia

NeurIPS 2024 Sample-Efficient Bayesian Optimisation Using Known Invariances Theodore Brown, Alexandru Cioba, Ilija Bogunovic

NeurIPSW 2022 Gradient Descent: Robustness to Adversarial Corruption Fu-Chieh Chang, Farhang Nabiei, Pei-Yuan Wu, Alexandru Cioba, Sattar Vakili, Alberto Bernacchia

AAAI 2022 How to Distribute Data Across Tasks for Meta-Learning? Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Jezabel R. Garcia, Da-Shan Shiu, Alberto Bernacchia

NeurIPSW 2021 How to Distribute Data Across Tasks for Meta-Learning? Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Jezabel R Garcia, Da-shan Shiu, Alberto Bernacchia