default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAlberto Bernacchia
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Journal Articles
- 2013
[j2]Alberto Bernacchia, Xiao-Jing Wang:
Decorrelation by Recurrent Inhibition in Heterogeneous Neural Circuits. Neural Comput. 25(7): 1732-1767 (2013)- 2012
- [j1]Adriano Barra, Alberto Bernacchia, Enrica Santucci, Pierluigi Contucci
:
On the equivalence of Hopfield networks and Boltzmann Machines. Neural Networks 34: 1-9 (2012)
Conference and Workshop Papers
- 2024
- [c14]Sattar Vakili, Farhang Nabiei, Da-shan Shiu, Alberto Bernacchia:
Reward-Free Kernel-Based Reinforcement Learning. ICML 2024 - 2023
- [c13]Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh, Pei-Yuan Wu, Alberto Bernacchia, Sattar Vakili:
Sample Complexity of Kernel-Based Q-Learning. AISTATS 2023: 453-469 - [c12]Ushnish Sengupta, Chinkuo Jao, Alberto Bernacchia, Sattar Vakili, Da-shan Shiu:
Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling. GLOBECOM 2023: 4779-4784 - [c11]Jezabel R. Garcia, Federica Freddi, Stathi Fotiadis, Maolin Li, Sattar Vakili, Alberto Bernacchia, Guillaume Hennequin:
Fisher-Legendre (FishLeg) optimization of deep neural networks. ICLR 2023 - [c10]Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, Fengting Liao, Sattar Vakili, Da-Shan Shiu, Alberto Bernacchia:
Image generation with shortest path diffusion. ICML 2023: 7009-7024 - [c9]Sattar Vakili, Danyal Ahmed, Alberto Bernacchia, Ciara Pike-Burke:
Delayed Feedback in Kernel Bandits. ICML 2023: 34779-34792 - [c8]Sattar Vakili, Michael Bromberg, Jezabel R. Garcia, Da-Shan Shiu, Alberto Bernacchia:
Information Gain and Uniform Generalization Bounds for Neural Kernel Models. ISIT 2023: 555-560 - 2022
- [c7]Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Jezabel R. Garcia, Da-Shan Shiu, Alberto Bernacchia:
How to Distribute Data across Tasks for Meta-Learning? AAAI 2022: 6394-6401 - [c6]Sattar Vakili, Jonathan Scarlett, Da-Shan Shiu, Alberto Bernacchia:
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning. ICML 2022: 21960-21983 - 2021
- [c5]Alberto Bernacchia:
Meta-learning with negative learning rates. ICLR 2021 - [c4]Sattar Vakili, Nacime Bouziani, Sepehr Jalali, Alberto Bernacchia, Da-Shan Shiu:
Optimal Order Simple Regret for Gaussian Process Bandits. NeurIPS 2021: 21202-21215 - [c3]Ta-Chu Kao, Kristopher T. Jensen, Gido van de Ven, Alberto Bernacchia, Guillaume Hennequin:
Natural continual learning: success is a journey, not (just) a destination. NeurIPS 2021: 28067-28079 - 2020
- [c2]Virginia Rutten, Alberto Bernacchia, Maneesh Sahani, Guillaume Hennequin:
Non-reversible Gaussian processes for identifying latent dynamical structure in neural data. NeurIPS 2020 - 2018
- [c1]Alberto Bernacchia, Máté Lengyel, Guillaume Hennequin:
Exact natural gradient in deep linear networks and its application to the nonlinear case. NeurIPS 2018: 5945-5954
Informal and Other Publications
- 2023
- [i14]Sattar Vakili, Danyal Ahmed, Alberto Bernacchia, Ciara Pike-Burke:
Delayed Feedback in Kernel Bandits. CoRR abs/2302.00392 (2023) - [i13]Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh, Pei-Yuan Wu, Alberto Bernacchia, Sattar Vakili:
Sample Complexity of Kernel-Based Q-Learning. CoRR abs/2302.00727 (2023) - [i12]Ayan Das, Stathi Fotiadis, Anil Batra, Farhang Nabiei, Feng-Ting Liao, Sattar Vakili, Da-shan Shiu, Alberto Bernacchia:
Image generation with shortest path diffusion. CoRR abs/2306.00501 (2023) - [i11]Ushnish Sengupta, Chinkuo Jao, Alberto Bernacchia, Sattar Vakili, Da-shan Shiu:
Generative Diffusion Models for Radio Wireless Channel Modelling and Sampling. CoRR abs/2308.05583 (2023) - [i10]Guoxuan Xia, Duolikun Danier, Ayan Das, Stathi Fotiadis, Farhang Nabiei, Ushnish Sengupta, Alberto Bernacchia:
Score Normalization for a Faster Diffusion Exponential Integrator Sampler. CoRR abs/2311.00157 (2023) - 2022
- [i9]Sattar Vakili, Jonathan Scarlett, Da-Shan Shiu, Alberto Bernacchia:
Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning. CoRR abs/2202.04005 (2022) - 2021
- [i8]Alberto Bernacchia:
Meta-learning with negative learning rates. CoRR abs/2102.00940 (2021) - [i7]Jezabel R. Garcia, Federica Freddi, Feng-Ting Liao, Jamie McGowan, Tim Nieradzik, Da-Shan Shiu, Ye Tian, Alberto Bernacchia:
Meta-Learning with MAML on Trees. CoRR abs/2103.04691 (2021) - [i6]Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Da-Shan Shiu, Alberto Bernacchia:
How to distribute data across tasks for meta-learning? CoRR abs/2103.08463 (2021) - [i5]Ta-Chu Kao, Kristopher T. Jensen, Alberto Bernacchia, Guillaume Hennequin:
Natural continual learning: success is a journey, not (just) a destination. CoRR abs/2106.08085 (2021) - [i4]Sattar Vakili, Nacime Bouziani, Sepehr Jalali, Alberto Bernacchia, Da-Shan Shiu:
Optimal Order Simple Regret for Gaussian Process Bandits. CoRR abs/2108.09262 (2021) - [i3]Sattar Vakili, Michael Bromberg, Da-Shan Shiu, Alberto Bernacchia:
Uniform Generalization Bounds for Overparameterized Neural Networks. CoRR abs/2109.06099 (2021) - 2020
- [i2]Federica Freddi, Jezabel R. Garcia, Michael Bromberg, Sepehr Jalali, Da-Shan Shiu, Alvin Chua, Alberto Bernacchia:
Cyclic orthogonal convolutions for long-range integration of features. CoRR abs/2012.06462 (2020) - 2011
- [i1]Adriano Barra, Alberto Bernacchia, Enrica Santucci, Pierluigi Contucci:
On the equivalence of Hopfield Networks and Restricted Boltzmann Machines. CoRR abs/1105.2790 (2011)
Coauthor Index
aka: Da-shan Shiu
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-04 01:21 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
