7.1k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- SupélecFR486 papers
- Shandong University of Political Science and LawCN485 papers
- Dalle Molle Institute for Artificial Intelligence ResearchCH65 papers
- New York UniversityUS52 papers
- Università della Svizzera italianaCH21 papers
- Google (United States)US16 papers
- Princeton UniversityUS15 papers
- Courant Institute of Mathematical SciencesUS13 papers
- Politecnico di TorinoIT12 papers
- Meta (Israel)IL11 papers
- Massachusetts Institute of TechnologyUS10 papers
- ETH ZurichCH9 papers
14 papers · 1 filter
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction
Søren Dahlgaard, Mathias Bæk Tejs Knudsen, Mikkel Thorup
Hashing is a basic tool for dimensionality reduction employed in several aspects of machine learning. However, the perfomance analysis is often carried out under the abstract assum…
Saliency-based Sequential Image Attention with Multiset Prediction
Sean Welleck, Jialin Mao, Kyunghyun Cho +1
Humans process visual scenes selectively and sequentially using attention. Central to models of human visual attention is the saliency map. We propose a hierarchical visual archite…
Predictors of Re-admission for Homeless Families in New York City: The Case of the Win Shelter Network
Constantine Kontokosta, Boyeong Hong, Awais Malik +5
New York City faces the challenge of an ever-increasing homeless population with almost 60,000 people currently living in city shelters. In 2015, approximately 25% of families stay…
When Simpler Data Does Not Imply Less Information: A Study of User Profiling Scenarios with Constrained View of Mobile HTTP(S) Traffic
Souneil Park, Aleksandar Matic, Kamini Garg +1
The exponential growth in smartphone adoption is contributing to the availability of vast amounts of human behavioral data. This data enables the development of increasingly accura…
Rigorous Analysis for Efficient Statistically Accurate Algorithms for Solving Fokker-Planck Equations in Large Dimensions
Nan Chen, Andrew J. Majda, Xin T. Tong
This article presents a rigorous analysis for efficient statistically accurate algorithms for solving the Fokker-Planck equations associated with high-dimensional nonlinear turbule…
Hierarchical Multinomial-Dirichlet model for the estimation of conditional probability tables
L. Azzimonti, G. Corani, M. Zaffalon
We present a novel approach for estimating conditional probability tables, based on a joint, rather than independent, estimate of the conditional distributions belonging to the sam…
Anisotropy-driven quantum capacitance in multi-layered black phosphorus
Parijat Sengupta, Shaloo Rakheja
We report analytic results on quantum capacitance (C) measurements and their optical tuning in dual-gated device with potassium-doped multi-layered black phosphorous (BP) as…
A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model
Xi Chen, Yuanzhi Li, Jieming Mao
We study the active learning problem of top- ranking from multi-wise comparisons under the popular multinomial logit model. Our goal is to identify the top- items with high p…
Adaptive Multiple-Arm Identification
Jiecao Chen, Xi Chen, Qin Zhang +1
We study the problem of selecting arms with the highest expected rewards in a stochastic -armed bandit game. This problem has a wide range of applications, e.g., A/B testing…
An Unsupervised Method for Estimating the Global Horizontal Irradiance from Photovoltaic Power Measurements
Lorenzo Nespoli, Vasco Medici
In this paper, we present a method to determine the global horizontal irradiance (GHI) from the power measurements of one or more PV systems, located in the same neighborhood. The…
Unsupervised Disaggregation of PhotoVoltaic Production from Composite Power Flow Measurements of Heterogeneous Prosumers
Fabrizio Sossan, Lorenzo Nespoli, Vasco Medici +1
We consider the problem of estimating the unobserved amount of photovoltaic (PV) generation and demand in a power distribution network starting from measurements of the aggregated…
A constructive approach to Schaeffer's conjecture
Oleg Szehr, Rachid Zarouf
J.J. Schaeffer proved that for induced matrix norm and invertible the inequality \[\left|\det T\right|\left\Vert T^{-1}\right\Vert \leq\mathcal{S}\left\Vert T\…
An Improved Dictatorship Test with Perfect Completeness
Amey Bhangale, Subhash Khot, Devanathan Thiruvenkatachari
A Boolean function is called a dictator if it depends on exactly one variable i.e for some . In this wor…
Dominant classes of projective varieties
Federico Buonerba, Fedor Bogomolov
We give evidence for a uniformization-type conjecture, that any algebraic variety can be altered into a variety endowed with a tower of smooth fibrations of relative dimension one.