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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
A Recursive Markov Blanket-Based Approach to Causal Structure Learning

Oct 10, 2020
Ehsan Mokhtarian, Sina Akbari, AmirEmad Ghassami, Negar Kiyavash


  Access Paper or Ask Questions

LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments

Jun 17, 2020
Ali AhmadiTeshnizi, Saber Salehkaleybar, Negar Kiyavash

* 11 pages, 2 figures, ICML 

  Access Paper or Ask Questions

Global Convergence and Variance-Reduced Optimization for a Class of Nonconvex-Nonconcave Minimax Problems

Feb 22, 2020
Junchi Yang, Negar Kiyavash, Niao He


  Access Paper or Ask Questions

Adversarial Policies in Learning Systems with Malicious Experts

Jan 02, 2020
S. Rasoul Etesami, Negar Kiyavash, H. Vincent Poor


  Access Paper or Ask Questions

Model-Augmented Nearest-Neighbor Estimation of Conditional Mutual Information for Feature Selection

Nov 12, 2019
Alan Yang, AmirEmad Ghassami, Maxim Raginsky, Negar Kiyavash, Elyse Rosenbaum


  Access Paper or Ask Questions

Characterizing Distribution Equivalence for Cyclic and Acyclic Directed Graphs

Oct 28, 2019
AmirEmad Ghassami, Kun Zhang, Negar Kiyavash


  Access Paper or Ask Questions

Interventional Experiment Design for Causal Structure Learning

Oct 12, 2019
AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash


  Access Paper or Ask Questions

Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables

Aug 11, 2019
Saber Salehkaleybar, AmirEmad Ghassami, Negar Kiyavash, Kun Zhang


  Access Paper or Ask Questions

Database Alignment with Gaussian Features

Mar 04, 2019
Osman Emre Dai, Daniel Cullina, Negar Kiyavash


  Access Paper or Ask Questions

Partial Recovery of Erdős-Rényi Graph Alignment via $k$-Core Alignment

Nov 03, 2018
Daniel Cullina, Negar Kiyavash, Prateek Mittal, H. Vincent Poor


  Access Paper or Ask Questions

Counting and Sampling from Markov Equivalent DAGs Using Clique Trees

Sep 11, 2018
AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash, Kun Zhang


  Access Paper or Ask Questions

Budgeted Experiment Design for Causal Structure Learning

Jul 29, 2018
AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash, Elias Bareinboim

* 35th International Conference on Machine Learning (ICML), PMLR 80:1719-1728, 2018 

  Access Paper or Ask Questions

Fairness in Supervised Learning: An Information Theoretic Approach

Jul 29, 2018
AmirEmad Ghassami, Sajad Khodadadian, Negar Kiyavash


  Access Paper or Ask Questions

Exact alignment recovery for correlated Erdős-Rényi graphs

May 14, 2018
Daniel Cullina, Negar Kiyavash

* 12 pages. arXiv admin note: text overlap with arXiv:1602.01042 

  Access Paper or Ask Questions

On the Performance of a Canonical Labeling for Matching Correlated Erdős-Rényi Graphs

Apr 25, 2018
Osman Emre Dai, Daniel Cullina, Negar Kiyavash, Matthias Grossglauser


  Access Paper or Ask Questions

Nonparametric Hawkes Processes: Online Estimation and Generalization Bounds

Jan 25, 2018
Yingxiang Yang, Jalal Etesami, Niao He, Negar Kiyavash


  Access Paper or Ask Questions

Learning Vector Autoregressive Models with Latent Processes

Nov 10, 2017
Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash, Kun Zhang


  Access Paper or Ask Questions

A New Measure of Conditional Dependence

Jun 02, 2017
Jalal Etesami, Kun Zhang, Negar Kiyavash


  Access Paper or Ask Questions

Learning Causal Structures Using Regression Invariance

May 26, 2017
AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash, Kun Zhang


  Access Paper or Ask Questions

Optimal Experiment Design for Causal Discovery from Fixed Number of Experiments

Feb 27, 2017
AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash


  Access Paper or Ask Questions

Interaction Information for Causal Inference: The Case of Directed Triangle

Jan 30, 2017
AmirEmad Ghassami, Negar Kiyavash


  Access Paper or Ask Questions

Identifying Nonlinear 1-Step Causal Influences in Presence of Latent Variables

Jan 23, 2017
Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash


  Access Paper or Ask Questions

On the Simultaneous Preservation of Privacy and Community Structure in Anonymized Networks

Mar 25, 2016
Daniel Cullina, Kushagra Singhal, Negar Kiyavash, Prateek Mittal

* 10 pages 

  Access Paper or Ask Questions

Learning Network of Multivariate Hawkes Processes: A Time Series Approach

Mar 14, 2016
Jalal Etesami, Negar Kiyavash, Kun Zhang, Kushagra Singhal


  Access Paper or Ask Questions

Improved Achievability and Converse Bounds for Erdős-Rényi Graph Matching

Feb 02, 2016
Daniel Cullina, Negar Kiyavash

* 10 pages 

  Access Paper or Ask Questions

Efficient Neighborhood Selection for Gaussian Graphical Models

Sep 22, 2015
Yingxiang Yang, Jalal Etesami, Negar Kiyavash


  Access Paper or Ask Questions

Directed Information Graphs

Mar 11, 2015
Christopher J. Quinn, Negar Kiyavash, Todd P. Coleman

* 41 pages, 15 figures 

  Access Paper or Ask Questions