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Poster
Thu 7:45 Statistical and Computational Trade-Offs in Kernel K-Means
Daniele Calandriello · Lorenzo Rosasco
Poster
Wed 7:45 The streaming rollout of deep networks - towards fully model-parallel execution
Volker Fischer · Jan Koehler · Thomas Pfeil
Poster
Wed 7:45 Algorithms and Theory for Multiple-Source Adaptation
Judy Hoffman · Mehryar Mohri · Ningshan Zhang
Poster
Thu 14:00 Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation
Kush Bhatia · Aldo Pacchiano · Nicolas Flammarion · Peter Bartlett · Michael Jordan
Poster
Thu 7:45 The committee machine: Computational to statistical gaps in learning a two-layers neural network
Benjamin Aubin · Antoine Maillard · jean barbier · Florent Krzakala · Nicolas Macris · Lenka Zdeborová
Poster
Thu 14:00 Mixture Matrix Completion
Daniel Pimentel-Alarcon
Poster
Thu 14:00 Regret Bounds for Online Portfolio Selection with a Cardinality Constraint
Shinji Ito · Daisuke Hatano · Hanna Sumita · Akihiro Yabe · Takuro Fukunaga · Naonori Kakimura · Ken-Ichi Kawarabayashi