Timezone: »
Workshop
Learning from Multiple Sources with Applications to Robotics
Barbara Caputo · Nicolò Cesa-Bianchi · David R Hardoon · Gayle Leen · Francesco Orabona · Jaakko Peltonen · Simon Rogers
Sat Dec 12 07:30 AM -- 06:30 PM (PST) @ Hilton: Sutcliffe A
Author Information
Barbara Caputo (Politecnico di Torino)
Nicolò Cesa-Bianchi (Università degli Studi di Milano, Italy)
David R Hardoon (SAS)
Gayle Leen (Helsinki University of Technology)
Francesco Orabona (Boston University)
Jaakko Peltonen (University of Tampere and Aalto University)
Simon Rogers (University of Glasgow)
More from the Same Authors
-
2022 Poster: Robustness to Unbounded Smoothness of Generalized SignSGD »
Michael Crawshaw · Mingrui Liu · Francesco Orabona · Wei Zhang · Zhenxun Zhuang -
2021 Poster: Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers »
Jeffrey Negrea · Blair Bilodeau · Nicolò Campolongo · Francesco Orabona · Dan Roy -
2020 Poster: Temporal Variability in Implicit Online Learning »
Nicolò Campolongo · Francesco Orabona -
2020 Session: Orals & Spotlights Track 11: Learning Theory »
Dylan Foster · Nicolò Cesa-Bianchi -
2019 Poster: Momentum-Based Variance Reduction in Non-Convex SGD »
Ashok Cutkosky · Francesco Orabona -
2019 Poster: Kernel Truncated Randomized Ridge Regression: Optimal Rates and Low Noise Acceleration »
Kwang-Sung Jun · Ashok Cutkosky · Francesco Orabona -
2017 : Poster session »
Nicolò Cesa-Bianchi -
2017 Workshop: Workshop on Prioritising Online Content »
John Shawe-Taylor · Massimiliano Pontil · Nicolò Cesa-Bianchi · Emine Yilmaz · Chris Watkins · Sebastian Riedel · Marko Grobelnik -
2017 Poster: Nonparametric Online Regression while Learning the Metric »
Ilja Kuzborskij · Nicolò Cesa-Bianchi -
2017 Poster: Boltzmann Exploration Done Right »
Nicolò Cesa-Bianchi · Claudio Gentile · Gergely Neu · Gabor Lugosi -
2017 Poster: Training Deep Networks without Learning Rates Through Coin Betting »
Francesco Orabona · Tatiana Tommasi -
2016 Poster: Efficient Second Order Online Learning by Sketching »
Haipeng Luo · Alekh Agarwal · Nicolò Cesa-Bianchi · John Langford -
2016 Poster: Coin Betting and Parameter-Free Online Learning »
Francesco Orabona · David Pal -
2014 Workshop: Second Workshop on Transfer and Multi-Task Learning: Theory meets Practice »
Urun Dogan · Tatiana Tommasi · Yoshua Bengio · Francesco Orabona · Marius Kloft · Andres Munoz · Gunnar Rätsch · Hal Daumé III · Mehryar Mohri · Xuezhi Wang · Daniel Hernández-lobato · Song Liu · Thomas Unterthiner · Pascal Germain · Vinay P Namboodiri · Michael Goetz · Christopher Berlind · Sigurd Spieckermann · Marta Soare · Yujia Li · Vitaly Kuznetsov · Wenzhao Lian · Daniele Calandriello · Emilie Morvant -
2014 Workshop: Modern Nonparametrics 3: Automating the Learning Pipeline »
Eric Xing · Mladen Kolar · Arthur Gretton · Samory Kpotufe · Han Liu · Zoltán Szabó · Alan Yuille · Andrew G Wilson · Ryan Tibshirani · Sasha Rakhlin · Damian Kozbur · Bharath Sriperumbudur · David Lopez-Paz · Kirthevasan Kandasamy · Francesco Orabona · Andreas Damianou · Wacha Bounliphone · Yanshuai Cao · Arijit Das · Yingzhen Yang · Giulia DeSalvo · Dmitry Storcheus · Roberto Valerio -
2014 Poster: Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning »
Francesco Orabona -
2013 Workshop: New Directions in Transfer and Multi-Task: Learning Across Domains and Tasks »
Urun Dogan · Marius Kloft · Tatiana Tommasi · Francesco Orabona · Massimiliano Pontil · Sinno Jialin Pan · Shai Ben-David · Arthur Gretton · Fei Sha · Marco Signoretto · Rajhans Samdani · Yun-Qian Miao · Mohammad Gheshlaghi azar · Ruth Urner · Christoph Lampert · Jonathan How -
2013 Poster: Online Learning with Switching Costs and Other Adaptive Adversaries »
Nicolò Cesa-Bianchi · Ofer Dekel · Ohad Shamir -
2013 Poster: Dimension-Free Exponentiated Gradient »
Francesco Orabona -
2013 Spotlight: Dimension-Free Exponentiated Gradient »
Francesco Orabona -
2013 Poster: From Bandits to Experts: A Tale of Domination and Independence »
Noga Alon · Nicolò Cesa-Bianchi · Claudio Gentile · Yishay Mansour -
2013 Poster: Regression-tree Tuning in a Streaming Setting »
Samory Kpotufe · Francesco Orabona -
2013 Oral: From Bandits to Experts: A Tale of Domination and Independence »
Noga Alon · Nicolò Cesa-Bianchi · Claudio Gentile · Yishay Mansour -
2013 Spotlight: Regression-tree Tuning in a Streaming Setting »
Samory Kpotufe · Francesco Orabona -
2013 Poster: A Gang of Bandits »
Nicolò Cesa-Bianchi · Claudio Gentile · Giovanni Zappella -
2012 Workshop: Multi-Trade-offs in Machine Learning »
Yevgeny Seldin · Guy Lever · John Shawe-Taylor · Nicolò Cesa-Bianchi · Yacov Crammer · Francois Laviolette · Gabor Lugosi · Peter Bartlett -
2012 Poster: On Multilabel Classification and Ranking with Partial Feedback »
Claudio Gentile · Francesco Orabona -
2012 Poster: A Linear Time Active Learning Algorithm for Link Classification »
Nicolò Cesa-Bianchi · Claudio Gentile · Fabio Vitale · Giovanni Zappella -
2012 Poster: Mirror Descent Meets Fixed Share (and feels no regret) »
Nicolò Cesa-Bianchi · Pierre Gaillard · Gabor Lugosi · Gilles Stoltz -
2012 Spotlight: On Multilabel Classification and Ranking with Partial Feedback »
Claudio Gentile · Francesco Orabona -
2011 Workshop: New Frontiers in Model Order Selection »
Yevgeny Seldin · Yacov Crammer · Nicolò Cesa-Bianchi · Francois Laviolette · John Shawe-Taylor -
2011 Poster: Efficient Online Learning via Randomized Rounding »
Nicolò Cesa-Bianchi · Ohad Shamir -
2011 Oral: Efficient Online Learning via Randomized Rounding »
Nicolò Cesa-Bianchi · Ohad Shamir -
2011 Poster: Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning »
Joni Pajarinen · Jaakko Peltonen -
2011 Poster: See the Tree Through the Lines: The Shazoo Algorithm »
Fabio Vitale · Nicolò Cesa-Bianchi · Claudio Gentile · Giovanni Zappella -
2011 Spotlight: See the Tree Through the Lines: The Shazoo Algorithm »
Fabio Vitale · Nicolò Cesa-Bianchi · Claudio Gentile · Giovanni Zappella -
2010 Poster: New Adaptive Algorithms for Online Classification »
Francesco Orabona · Yacov Crammer -
2010 Spotlight: Learning from Candidate Labeling Sets »
Jie Luo · Francesco Orabona -
2010 Poster: Learning from Candidate Labeling Sets »
Jie Luo · Francesco Orabona -
2009 Mini Symposium: Assistive Machine Learning for People with Disabilities »
Fernando Perez-Cruz · Emilio Parrado-Hernandez · David R Hardoon · Jaisiel Madrid-Sanchez -
2009 Poster: Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation »
Jie Luo · Barbara Caputo · Vittorio Ferrari -
2008 Workshop: Learning from Multiple Sources »
David R Hardoon · Gayle Leen · Samuel Kaski · John Shawe-Taylor -
2008 Poster: Linear Classification and Selective Sampling Under Low Noise Conditions »
Giovanni Cavallanti · Nicolò Cesa-Bianchi · Claudio Gentile -
2007 Workshop: Music, Brain and Cognition. Part 1: Learning the Structure of Music and Its Effects On the Brain »
David R Hardoon · Eduardo Reck-Miranda · John Shawe-Taylor