Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Weighted Ensembles for Active Learning with Adaptivity


Jun 10, 2022
Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Surrogate modeling for Bayesian optimization beyond a single Gaussian process


May 27, 2022
Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Fast Inverter Control by Learning the OPF Mapping using Sensitivity-Informed Gaussian Processes


Feb 15, 2022
Mana Jalali, Manish K. Singh, Vassilis Kekatos, Georgios B. Giannakis, Chen-Ching Liu


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes


Dec 01, 2021
Qin Lu, Georgios B. Giannakis


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Distributionally Robust Semi-Supervised Learning Over Graphs


Oct 20, 2021
Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Incremental Ensemble Gaussian Processes


Oct 13, 2021
Qin Lu, Georgios V. Karanikolas, Georgios B. Giannakis


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Heavy Ball Momentum for Conditional Gradient


Oct 08, 2021
Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis

* Accepted to NeurIPS 2021 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Detecting adversaries in Crowdsourcing


Oct 07, 2021
Panagiotis A. Traganitis, Georgios B. Giannakis

* Full version of ICDM 2021 short paper 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Resonant Beam Communications with Echo Interference Elimination


Jun 25, 2021
Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Sihai Zhang, Jinkang Zhu, Chuan Huang


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Unveiling Anomalous Edges and Nominal Connectivity of Attributed Networks


Apr 17, 2021
Konstantinos D. Polyzos, Costas Mavromatis, Vassilis N. Ioannidis, Georgios B. Giannakis


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
4
5
6
7
>>