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20022024
most citedPractical Bayesian Optimization of Machine Learning Algorithms

5.7k citations

Showing 2017Show all

21 papers · 1 filter

cond-mat.supr-con201787 cited

Pseudogap phase of cuprate superconductors confined by Fermi surface topology

N. Doiron-Leyraud, O. Cyr-Choinière, S. Badoux +15

The properties of cuprate high-temperature superconductors are largely shaped by competing phases whose nature is often a mystery. Chiefly among them is the pseudogap phase, which…

cs.AI201780 cited

HoME: a Household Multimodal Environment

Simon Brodeur, Ethan Perez, Ankesh Anand +6

We introduce HoME: a Household Multimodal Environment for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all with…

stat.ML201732 cited

Z-Forcing: Training Stochastic Recurrent Networks

Anirudh Goyal, Alessandro Sordoni, Marc-Alexandre Côté +2

Many efforts have been devoted to training generative latent variable models with autoregressive decoders, such as recurrent neural networks (RNN). Stochastic recurrent models have…

physics.ins-det201725 cited

Characterization of an Ionization Readout Tile for nEXO

nEXO Collaboration, M. Jewell, A. Schubert +142

A new design for the anode of a time projection chamber, consisting of a charge-detecting "tile", is investigated for use in large scale liquid xenon detectors. The tile is produce…

cond-mat.str-el201727 cited

Effects of interaction strength, doping, and frustration on the antiferromagnetic phase of the two-dimensional Hubbard model

L. Fratino, M. Charlebois, P. Sémon +2

Recent quantum-gas microscopy of ultracold atoms and scanning tunneling microscopy of the cuprates reveal new detailed information about doped Mott antiferromagnets, which can be c…

astro-ph.SR201771 cited

SPIRou Input Catalog: Activity, Rotation and Magnetic Field of Cool Dwarfs

C. Moutou, E. M. Hebrard, J. Morin +7

Based on optical high-resolution spectra obtained with CFHT/ESPaDOnS, we present new measurements of activity and magnetic field proxies of 442 low-mass K5-M7 dwarfs. The objects w…