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The 2020 schedule is still incomplete
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Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 03:00 AM -- 03:45 AM (PDT)
Healing Products of Gaussian Process Experts
samuel cohen · Rendani Mbuvha · Tshilidzi Marwala · Marc Deisenroth
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 01:00 AM -- 01:45 AM (PDT) @ Virtual
Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs
Aditya Rajagopal · Diederik Vink · Stylianos Venieris · Christos-Savvas Bouganis
[ Slides
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 03:00 AM -- 03:45 AM (PDT) @ Virtual
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning
Alberto Maria Metelli · Flavio Mazzolini · Lorenzo Bisi · Luca Sabbioni · Marcello Restelli
[ Slides
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 01:00 AM -- 01:45 AM (PDT)
Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks
Francesco Croce · Matthias Hein
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 01:00 AM -- 01:45 AM (PDT) @ Virtual
Explicit Gradient Learning for Black-Box Optimization
Elad Sarafian · Mor Sinay · yoram louzoun · Noa Agmon · Sarit Kraus
[ Slides
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 03:00 AM -- 03:45 AM (PDT)
Small Data, Big Decisions: Model Selection in the Small-Data Regime
Jorg Bornschein · Francesco Visin · Simon Osindero
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 01:00 AM -- 01:45 AM (PDT) @ Virtual
VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing
Zoltán Á. Milacski · Barnabás Póczos · Andras Lorincz
[ Slides
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 01:00 AM -- 01:45 AM (PDT) @ Virtual
Sparse Gaussian Processes with Spherical Harmonic Features
Vincent Dutordoir · Nicolas Durrande · James Hensman
[ Slides
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 03:00 AM -- 03:45 AM (PDT)
Variance Reduced Coordinate Descent with Acceleration: New Method With a Surprising Application to Finite-Sum Problems
Filip Hanzely · Dmitry Kovalev · Peter Richtarik
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 01:00 AM -- 01:45 AM (PDT)
DeepCoDA: personalized interpretability for compositional health data
Thomas Quinn · Dang Nguyen · Santu Rana · Sunil Gupta · Svetha Venkatesh
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 03:00 AM -- 03:45 AM (PDT)
Lifted Disjoint Paths with Application in Multiple Object Tracking
Andrea Hornakova · Roberto Henschel · Bodo Rosenhahn · Paul Swoboda
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 03:00 AM -- 03:45 AM (PDT) @ Virtual
It's Not What Machines Can Learn, It's What We Cannot Teach
Gal Yehuda · Moshe Gabel · Assaf Schuster
[ Slides
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 03:00 AM -- 03:45 AM (PDT)
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes
Chen-Yu Wei · Mehdi Jafarnia · Haipeng Luo · Hiteshi Sharma · Rahul Jain
Poster
Wed Jul 15 02:00 PM -- 02:45 PM & Thu Jul 16 03:00 AM -- 03:45 AM (PDT)
Let's Agree to Agree: Neural Networks Share Classification Order on Real Datasets
Guy Hacohen · Leshem Choshen · Daphna Weinshall