Mesrob I. Ohannessian

According to our database, Mesrob I. Ohannessian authored at least 25 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

See Me and Believe Me: Causality and Intersectionality in Testimonial Injustice in Healthcare.

Kenya S. Andrews, Mesrob I. Ohannessian, Elena Zheleva

CoRR, 2024

Induced Model Matching: How Restricted Models Can Help Larger Ones.

Usama Muneeb, Mesrob I. Ohannessian

CoRR, 2024

Induced Model Matching: Restricted Models Help Train Full-Featured Models.

Usama Muneeb, Mesrob I. Ohannessian

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

Modeling Access Differences to Reduce Disparity in Resource Allocation.

Kenya S. Andrews, Mesrob I. Ohannessian, Tanya Y. Berger-Wolf

Proceedings of the Equity and Access in Algorithms, Mechanisms, and Optimization, 2022

2020

Fair Learning with Private Demographic Data.

Hussein Mozannar, Mesrob I. Ohannessian, Nathan Srebro

Proceedings of the 37th International Conference on Machine Learning, 2020

Towards Competitive N-gram Smoothing.

Moein Falahatgar, Mesrob I. Ohannessian, Alon Orlitsky, Venkatadheeraj Pichapati

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

On the Impossibility of Learning the Missing Mass.

Elchanan Mossel, Mesrob I. Ohannessian

Entropy, 2019

From Fair Decision Making To Social Equality.

Hussein Mouzannar, Mesrob I. Ohannessian, Nathan Srebro

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

2017

The power of absolute discounting: all-dimensional distribution estimation.

Moein Falahatgar, Mesrob I. Ohannessian, Alon Orlitsky, Venkatadheeraj Pichapati

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning Non-Discriminatory Predictors.

Blake E. Woodworth, Suriya Gunasekar, Mesrob I. Ohannessian, Nathan Srebro

Proceedings of the 30th Conference on Learning Theory, 2017

2016

Near-Optimal Smoothing of Structured Conditional Probability Matrices.

Moein Falahatgar, Mesrob I. Ohannessian, Alon Orlitsky

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

About Adaptive Coding on Countable Alphabets: Max-Stable Envelope Classes.

Stéphane Boucheron, Elisabeth Gassiat, Mesrob I. Ohannessian

IEEE Trans. Inf. Theory, 2015

Greedy-Bayes for Targeted News Dissemination.

Laurent Massoulié, Mesrob I. Ohannessian, Alexandre Proutière

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning.

Mario Lucic, Mesrob I. Ohannessian, Amin Karbasi, Andreas Krause

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Robust and Optimal Consumption Policies for Deadline-Constrained Deferrable Loads.

Mardavij Roozbehani, Donatello Materassi, Mesrob I. Ohannessian, Munther A. Dahleh

IEEE Trans. Smart Grid, 2014

Dynamic estimation of the price-response of deadline-constrained electric loads under threshold policies.

Mesrob I. Ohannessian, Mardavij Roozbehani, Donatello Materassi, Munther A. Dahleh

Proceedings of the American Control Conference, 2014

2012

On inference about rare events.

Mesrob I. Ohannessian

PhD thesis, 2012

Rare Probability Estimation under Regularly Varying Heavy Tails.

Mesrob I. Ohannessian, Munther A. Dahleh

Proceedings of the COLT 2012, 2012

Large alphabets: Finite, infinite, and scaling models.

Mesrob I. Ohannessian, Munther A. Dahleh

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011

Optimal Caching Router Placement for Reduction in Retransmission Delay.

Michael P. McGarry, Rosish Shakya, Mesrob I. Ohannessian, Rony Ferzli

Proceedings of 20th International Conference on Computer Communications and Networks, 2011

The intertemporal utility of demand and price elasticity of consumption in power grids with shiftable loads.

Mardavij Roozbehani, Ali Faghih, Mesrob I. Ohannessian, Munther A. Dahleh

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Canonical estimation in a rare-events regime.

Mesrob I. Ohannessian, Vincent Y. F. Tan, Munther A. Dahleh

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Recovering Cyclic Causal Structure.

Sleiman Itani, Mesrob I. Ohannessian, Karen Sachs, Garry P. Nolan, Munther A. Dahleh

Proceedings of the Causality: Objectives and Assessment (NIPS 2008 Workshop), 2010

2008

A Pilot Project - From Illiteracy to Computer Literacy: Teaching and Learning Using Information Technology.

Mohamad Adnan Al-Alaoui, Mesrob I. Ohannessian, Ghinwa F. Choueiter, Christine Akl, T. Taline Avakian, Ismail Al-Kamal, Rony Ferzli

Int. J. Emerg. Technol. Learn., 2008

A turbo-style algorithm for lexical baseforms estimation.

Ghinwa F. Choueiter, Mesrob I. Ohannessian, Stephanie Seneff, James R. Glass

Proceedings of the IEEE International Conference on Acoustics, 2008