2.9k citations
- Stanford UniversityUS14 papers
- Yahoo (United Kingdom)GB11 papers
- Google (United States)US9 papers
- Research!America (United States)US9 papers
- Microsoft (United States)US8 papers
- Purdue University West LafayetteUS7 papers
- University of Illinois Urbana-ChampaignUS7 papers
- IBM (United States)US6 papers
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- University of PennsylvaniaUS5 papers
188 papers
tensorFM: Low-Rank Approximations of Cross-Order Feature Interactions
Alessio Mazzetto, Mohammad Mahdi Khalili, Laura Fee Nern +3
We address prediction problems on tabular categorical data, where each instance is defined by multiple categorical attributes, each taking values from a finite set. These attribute…
Fast Numerical Multivariate Multipoint Evaluation
Sumanta Ghosh, Prahladh Harsha, Simão Herdade +2
We design nearly-linear time numerical algorithms for the problem of multivariate multipoint evaluation over the fields of rational, real and complex numbers. We consider both \emp…
SoccerNet 2022 Challenges Results
Silvio Giancola, Anthony Cioppa, Adrien Deliège +91
The SoccerNet 2022 challenges were the second annual video understanding challenges organized by the SoccerNet team. In 2022, the challenges were composed of 6 vision-based tasks:…
On Missing Labels, Long-tails and Propensities in Extreme Multi-label Classification
Erik Schultheis, Marek Wydmuch, Rohit Babbar +1
The propensity model introduced by Jain et al. 2016 has become a standard approach for dealing with missing and long-tail labels in extreme multi-label classification (XMLC). In th…
Visual anomaly detection in video by variational autoencoder
Faraz Waseem, Rafael Perez Martinez, Chris Wu
Video anomalies detection is the intersection of anomaly detection and visual intelligence. It has commercial applications in surveillance, security, self-driving cars and crop mon…
Mitigating Divergence of Latent Factors via Dual Ascent for Low Latency Event Prediction Models
Alex Shtoff, Yair Koren
Real-world content recommendation marketplaces exhibit certain behaviors and are imposed by constraints that are not always apparent in common static offline data sets. One example…