By research topic

Epidemic Processes

Learning Mixtures of Graphs from Epidemic Cascades Jessica Hoffmann, Soumya Basu, Surbhi Goel and Constantine Caramanis. ICML, 2020. [arxiv][ICML]

Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller. IJCAI, Jul 2020. [arxiv][IJCAI]

Disentangling Mixtures of Epidemics on Graphs. Jessica Hoffmann, Soumya Basu, Surbhi Goel and Constantine Caramanis. Preliminary version in the Graph Representation Learning workshop at NeurIPS [NeuriPS workshop]

Learning Graphs from Noisy Epidemic Cascades. Jessica Hoffmann and Constantine Caramanis. SIGMETRICS, Jun 2019. [arxiv][SIGMETRICS] 2nd prize at INFORMS George E. Nicholson student paper competition

The Cost of Uncertainty in Curing Epidemics. Jessica Hoffmann and Constantine Caramanis. SIGMETRICS, Jun 2018. [arxiv] [SIGMETRICS]

Fairness

Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller. IJCAI, Jul 2020. [arxiv][IJCAI]

Graphical models

Robust estimation of tree structured Gaussian Graphical Model. Ashish Katiyar, Jessica Hoffmann, Constantine Caramanis. ICML, Jun 2019. [arxiv][ICML]

Biophysics

Mechanical Role of Actin Dynamics in the Rheology of the Golgi Complex and in Golgi-Associated Trafficking Events. David Guet, Kalpana Mandal, Mathieu Pinot, Jessica Hoffmann, Yara Abidine, Walter Sigaut, Sabine Bardin, Kristine Schauer, Bruno Goud, and Jean-Baptiste Manneville, Current Biology, Aug 2014. [cell]

Membrane Trafficking and Mechanics of the Golgi Apparatus: An in Cellulo Study by Optical Micromanipulation. David Guet, Mathieu Pinot, Jessica Hoffmann, Bruno Goud, and Jean-Baptiste Manneville, Biophysical Journal, Jan 2012. [cell]

By year

2020

Learning Mixtures of Graphs from Epidemic Cascades Jessica Hoffmann, Soumya Basu, Surbhi Goel and Constantine Caramanis. ICML, 2020. [arxiv][ICML]

Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks Moein Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei, Jessica Hoffmann, Mahdi Jalili, Adrian Weller. IJCAI, Jul 2020. [arxiv][IJCAI]

2019

Disentangling Mixtures of Epidemics on Graphs. Jessica Hoffmann, Soumya Basu, Surbhi Goel and Constantine Caramanis. Preliminary version in the Graph Representation Learning workshop at NeurIPS [NeuriPS workshop]

Learning Graphs from Noisy Epidemic Cascades. Jessica Hoffmann and Constantine Caramanis. SIGMETRICS, Jun 2019. [arxiv][SIGMETRICS] 2nd prize at INFORMS George E. Nicholson student paper competition

Robust estimation of tree structured Gaussian Graphical Model. Ashish Katiyar, Jessica Hoffmann, Constantine Caramanis. ICML, Jun 2019. [arxiv][ICML]

2018

The Cost of Uncertainty in Curing Epidemics. Jessica Hoffmann and Constantine Caramanis. SIGMETRICS, Jun 2018. [arxiv] [SIGMETRICS]

2014

Mechanical Role of Actin Dynamics in the Rheology of the Golgi Complex and in Golgi-Associated Trafficking Events. David Guet, Kalpana Mandal, Mathieu Pinot, Jessica Hoffmann, Yara Abidine, Walter Sigaut, Sabine Bardin, Kristine Schauer, Bruno Goud, and Jean-Baptiste Manneville, Current Biology, Aug 2014. [cell]

2012

Membrane Trafficking and Mechanics of the Golgi Apparatus: An in Cellulo Study by Optical Micromanipulation. David Guet, Mathieu Pinot, Jessica Hoffmann, Bruno Goud, and Jean-Baptiste Manneville, Biophysical Journal, Jan 2012. [cell]