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19922026
most citedPractical Bayesian Optimization of Machine Learning Algorithms

5.7k citations

Showing 2012Show all

64 papers · 1 filter

cond-mat.supr-con2012★ 59 cited

Resilience of d-wave superconductivity to nearest-neighbor repulsion

D. Sénéchal, A. Day, V. Bouliane +1

Many theoretical approaches find d-wave superconductivity in the prototypical one-band Hubbard model for high-temperature superconductors. At strong-coupling (U > W, where U is the…

cs.AI2012★ 14 cited

Anytime State-Based Solution Methods for Decision Processes with non-Markovian Rewards

Sylvie Thiebaux, Froduald Kabanza, John Slanley

A popular approach to solving a decision process with non-Markovian rewards (NMRDP) is to exploit a compact representation of the reward function to automatically translate the NMR…

cond-mat.stat-mech2012★ 6 cited

Algorithms for the Markov Entropy Decomposition

Andrew J. Ferris, David Poulin

The Markov entropy decomposition (MED) is a recently-proposed, cluster-based simulation method for finite temperature quantum systems with arbitrary geometry. In this paper, we det…

q-bio.PE2012★ 38 cited

Deep-sequencing of the Peach Latent Mosaic Viroid Reveals New Aspects of Population Heterogeneity

Jean-Pierre Sehi Glouzon, François Bolduc, Rafael Najmanovich +2

Viroids are small circular single-stranded infectious RNAs that are characterized by a relatively high mutation level. Knowledge of their sequence heterogeneity remains largely elu…

cond-mat.mes-hall2012★ 13 cited

Electron-photon correlations and the third moment of quantum noise

Julien Gabelli, Lafe Spietz, Jose Aumentado +1

The radiation generated by a quantum conductor should be correlated with electrons crossing it. We have measured the correlation between the fluctuations of the high frequency elec…

cond-mat.str-el2012★ 20 cited

Mott p-n Junctions in layered materials

M. Charlebois, S. R. Hassan, R. Karan +2

The p-n junction has provided the basis for the semiconductor-device industry. Investigations of p-n junctions based on Mott insulators is still in its infancy. Layered Mott insula…