Alberto Bernacchia
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
6
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Near-Optimal Sample Complexity in Reward-Free Kernel-based Reinforcement Learning. | Aya Kayal, Sattar Vakili, Laura Toni, Alberto Bernacchia |
| 2025 | ICML | Global curvature for second-order optimization of neural networks. | Alberto Bernacchia |
| 2025 | ICML | Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds. | Aya Kayal, Sattar Vakili, Laura Toni, Da-shan Shiu, Alberto Bernacchia |
| 2024 | ICML | Reward-Free Kernel-Based Reinforcement Learning. | Sattar Vakili, Farhang Nabiei, Da-shan Shiu, Alberto Bernacchia |
| 2023 | AISTATS | Sample Complexity of Kernel-Based Q-Learning. | Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh, Pei-Yuan Wu, Alberto Bernacchia, Sattar Vakili |
| 2023 | GLOBECOM | Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling. | Ushnish Sengupta, Chinkuo Jao, Alberto Bernacchia, Sattar Vakili, Da-shan Shiu |
| 2023 | ICLR | Fisher-Legendre (FishLeg) optimization of deep neural networks. | Jezabel R. Garcia, Federica Freddi, Stathi Fotiadis, Maolin Li, Sattar Vakili, Alberto Bernacchia, Guillaume Hennequin |
| 2023 | ICML | Image generation with shortest path diffusion. | Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, Fengting Liao, Sattar Vakili, Da-Shan Shiu, Alberto Bernacchia |
| 2023 | ICML | Delayed Feedback in Kernel Bandits. | Sattar Vakili, Danyal Ahmed, Alberto Bernacchia, Ciara Pike-Burke |
| 2023 | ISIT | Information Gain and Uniform Generalization Bounds for Neural Kernel Models. | Sattar Vakili, Michael Bromberg, Jezabel R. Garcia, Da-Shan Shiu, Alberto Bernacchia |
| 2022 | AAAI | 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 |
| 2022 | ICML | Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning. | Sattar Vakili, Jonathan Scarlett, Da-Shan Shiu, Alberto Bernacchia |
| 2021 | ICLR | Meta-learning with negative learning rates. | Alberto Bernacchia |