arXiv is an e-print service in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance and statistics.

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Summary by CodyWild 2 years ago
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Summary by Mikhail Meskhi 3 years ago
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Summary by CodyWild 3 years ago
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Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrations
Daniel S. Brown and Wonjoon Goo and Scott Niekum
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Paul Barde 3 years ago
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Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations
Daniel S. Brown and Wonjoon Goo and Prabhat Nagarajan and Scott Niekum
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Paul Barde 3 years ago
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Summary by Robert Müller 3 years ago
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Summary by CodyWild 3 years ago
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Summary by CodyWild 3 years ago
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Summary by Robert Müller 3 years ago
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Summary by Robert Müller 3 years ago
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Summary by CodyWild 3 years ago
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Summary by Robert Müller 3 years ago
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Meta-Learning via Learned Loss
Sarah Bechtle and Artem Molchanov and Yevgen Chebotar and Edward Grefenstette and Ludovic Righetti and Gaurav Sukhatme and Franziska Meier
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, cs.AI, cs.RO, stat.ML

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Summary by Robert Müller 3 years ago
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Summary by ameroyer 3 years ago
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Combining docking pose rank and structure with deep learning improves protein-ligand binding mode prediction
Joseph A. Morrone and Jeffrey K. Weber and Tien Huynh and Heng Luo and Wendy D. Cornell
arXiv e-Print archive - 2019 via Local arXiv
Keywords: q-bio.BM, physics.bio-ph, stat.ML

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Summary by CodyWild 3 years ago
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Benchmarking Batch Deep Reinforcement Learning Algorithms
Scott Fujimoto and Edoardo Conti and Mohammad Ghavamzadeh and Joelle Pineau
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by Robert Müller 3 years ago
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Summary by Robert Müller 3 years ago
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Limitations of the Empirical Fisher Approximation for Natural Gradient Descent
Frederik Kunstner and Lukas Balles and Philipp Hennig
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Robert Müller 3 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by Massimo Caccia 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Julian Schrittwieser and Ioannis Antonoglou and Thomas Hubert and Karen Simonyan and Laurent Sifre and Simon Schmitt and Arthur Guez and Edward Lockhart and Demis Hassabis and Thore Graepel and Timothy Lillicrap and David Silver
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by Massimo Caccia 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by Oleksandr Bailo 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Meta-Learning with Implicit Gradients
Aravind Rajeswaran and Chelsea Finn and Sham Kakade and Sergey Levine
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, cs.AI, math.OC, stat.ML

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Summary by Prateek Gupta 4 years ago
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Summary by jerpint 4 years ago
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Summary by dav1309 4 years ago
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Online Continual Learning with Maximally Interfered Retrieval
Rahaf Aljundi and Lucas Caccia and Eugene Belilovsky and Massimo Caccia and Laurent Charlin and Tinne Tuytelaars
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Massimo Caccia 4 years ago
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Summary by Apoorva Shetty 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Benchmarking Deep Learning Hardware and Frameworks: Qualitative Metrics
Wei Dai and Daniel Berleant
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.DC, cs.LG, cs.PF

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Summary by Wei Dai 4 years ago
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The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
Jonathan Frankle and Michael Carbin
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, cs.AI, cs.NE

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Summary by David Stutz 4 years ago
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Certified Adversarial Robustness via Randomized Smoothing
Jeremy M Cohen and Elan Rosenfeld and J. Zico Kolter
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Summary by David Stutz 4 years ago
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Robustness of Generalized Learning Vector Quantization Models against Adversarial Attacks
Sascha Saralajew and Lars Holdijk and Maike Rees and Thomas Villmann
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, cs.AI, cs.CV, stat.ML

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Summary by David Stutz 4 years ago
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Summary by sudharsansai 4 years ago
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A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms
Yoshua Bengio and Tristan Deleu and Nasim Rahaman and Rosemary Ke and Sébastien Lachapelle and Olexa Bilaniuk and Anirudh Goyal and Christopher Pal
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Joseph Paul Cohen 4 years ago
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Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution
Yunpeng Chen and Haoqi Fan and Bing Xu and Zhicheng Yan and Yannis Kalantidis and Marcus Rohrbach and Shuicheng Yan and Jiashi Feng
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CV

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Summary by Hadrien Bertrand 4 years ago
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Summary by CodyWild 4 years ago
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Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Elena Voita and David Talbot and Fedor Moiseev and Rico Sennrich and Ivan Titov
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 4 years ago
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Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
Egor Zakharov and Aliaksandra Shysheya and Egor Burkov and Victor Lempitsky
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CV, cs.GR, cs.LG

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Summary by CodyWild 4 years ago
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HellaSwag: Can a Machine Really Finish Your Sentence?
Rowan Zellers and Ari Holtzman and Yonatan Bisk and Ali Farhadi and Yejin Choi
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CL

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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Meta-learners' learning dynamics are unlike learners'
Neil C. Rabinowitz
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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S$^\mathbf{4}$L: Self-Supervised Semi-Supervised Learning
Xiaohua Zhai and Avital Oliver and Alexander Kolesnikov and Lucas Beyer
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.CV, cs.LG

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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Summary by CodyWild 4 years ago
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Model-Based Reinforcement Learning for Atari
Lukasz Kaiser and Mohammad Babaeizadeh and Piotr Milos and Blazej Osinski and Roy H Campbell and Konrad Czechowski and Dumitru Erhan and Chelsea Finn and Piotr Kozakowski and Sergey Levine and Ryan Sepassi and George Tucker and Henryk Michalewski
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by Ankesh Anand 5 years ago
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Centroid Networks for Few-Shot Clustering and Unsupervised Few-Shot Classification
Gabriel Huang and Hugo Larochelle and Simon Lacoste-Julien
arXiv e-Print archive - 2019 via Local arXiv
Keywords: cs.LG, stat.ML

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Summary by gabriel 5 years ago
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Summary by wanderer 5 years ago
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