Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Carla Gomes

Sparse Bayesian Learning via Stepwise Regression

Jun 11, 2021
Sebastian Ament, Carla Gomes

  Access Paper or Ask Questions

HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders

Mar 09, 2021
Wenting Zhao, Shufeng Kong, Junwen Bai, Daniel Fink, Carla Gomes

* accepted at AAAI'21 AISI 

  Access Paper or Ask Questions

Evaluating Multi-label Classifiers with Noisy Labels

Feb 16, 2021
Wenting Zhao, Carla Gomes

  Access Paper or Ask Questions

Understanding Decoupled and Early Weight Decay

Dec 27, 2020
Johan Bjorck, Kilian Weinberger, Carla Gomes

  Access Paper or Ask Questions

Efficient Projection Algorithms onto the Weighted l1 Ball

Sep 07, 2020
Guillaume Perez, Sebastian Ament, Carla Gomes, Michel Barlaud

* 19 pages 

  Access Paper or Ask Questions

Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model

Jul 12, 2020
Junwen Bai, Shufeng Kong, Carla Gomes

  Access Paper or Ask Questions

Tackling Climate Change with Machine Learning

Jun 10, 2019
David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer Chayes, Yoshua Bengio

  Access Paper or Ask Questions

Exponentially-Modified Gaussian Mixture Model: Applications in Spectroscopy

Feb 14, 2019
Sebastian Ament, John Gregoire, Carla Gomes

  Access Paper or Ask Questions

Understanding Batch Normalization

Sep 16, 2018
Johan Bjorck, Carla Gomes, Bart Selman, Kilian Q. Weinberger

  Access Paper or Ask Questions

Imitation Refinement

May 07, 2018
Junwen Bai, Runzhe Yang, Yexiang Xue, John Gregoire, Carla Gomes

  Access Paper or Ask Questions

Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Network

Feb 08, 2018
Johan Bjorck, Yiwei Bai, Xiaojian Wu, Yexiang Xue, Mark C. Whitmore, Carla Gomes

* AAAI 2018 

  Access Paper or Ask Questions

Deep Multi-Species Embedding

Feb 21, 2017
Di Chen, Yexiang Xue, Shuo Chen, Daniel Fink, Carla Gomes

* 13 pages 

  Access Paper or Ask Questions

Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery

Nov 27, 2014
Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla Gomes, Bart Selman, Robert B. van Dover

  Access Paper or Ask Questions

Structure and Problem Hardness: Goal Asymmetry and DPLL Proofs in<br> SAT-Based Planning

Feb 26, 2007
Joerg Hoffmann, Carla Gomes, Bart Selman

* Logical Methods in Computer Science, Volume 3, Issue 1 (February 26, 2007) lmcs:2228 

  Access Paper or Ask Questions