no code implementations • 29 Aug 2023 • Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf Roohani, Pascal Notin, Artemy Bakulin, Dariusz Brzezinski, Kaiwen Deng, Yuanfang Guan, Justin Hong, Michael Ibrahim, Wojciech Kotlowski, Marcin Kowiel, Panagiotis Misiakos, Achille Nazaret, Markus Püschel, Chris Wendler, Arash Mehrjou, Patrick Schwab
In drug discovery, mapping interactions between genes within cellular systems is a crucial early step.
no code implementations • 29 May 2019 • Utkarsh Upadhyay, Robert Busa-Fekete, Wojciech Kotlowski, David Pal, Balazs Szorenyi
Web crawling is the problem of keeping a cache of webpages fresh, i. e., having the most recent copy available when a page is requested.
no code implementations • NeurIPS 2017 • Wojciech Kotlowski, Wouter M. Koolen, Alan Malek
We revisit isotonic regression on linear orders, the problem of fitting monotonic functions to best explain the data, in an online setting.
no code implementations • 17 Jun 2013 • Jiazhong Nie, Wojciech Kotlowski, Manfred K. Warmuth
Furthermore, we show that when considering regret bounds as function of a loss budget, EG remains optimal and strictly outperforms GD.
no code implementations • 19 May 2013 • Peter Bartlett, Peter Grunwald, Peter Harremoes, Fares Hedayati, Wojciech Kotlowski
Keywords: SNML Exchangeability, Exponential Family, Online Learning, Logarithmic Loss, Bayesian Strategy, Jeffreys Prior, Fisher Information1
no code implementations • NeurIPS 2011 • Wouter M. Koolen, Wojciech Kotlowski, Manfred K. Warmuth
In this extension, the alphabet of $n$ outcomes is replaced by the set of all dyads, i. e. outer products $\u\u^\top$ where $\u$ is a vector in $\R^n$ of unit length.