Dmitriy A. Katz-Rogozhnikov

Affiliations:
  • IBM Research


According to our database1, Dmitriy A. Katz-Rogozhnikov authored at least 37 papers between 2007 and 2024.

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Bibliography

2024
Separability Analysis for Causal Discovery in Mixture of DAGs.
Trans. Mach. Learn. Res., 2024

CharED: Character-wise Ensemble Decoding for Large Language Models.
CoRR, 2024

Interventional Causal Discovery in a Mixture of DAGs.
CoRR, 2024

Causal Bandits with General Causal Models and Interventions.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Minimum-Entropy Coupling Approximation Guarantees Beyond the Majorization Barrier.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Entropic Causal Inference: Graph Identifiability.
Proceedings of the International Conference on Machine Learning, 2022

2021
Automated Meta-Analysis: A Causal Learning Perspective.
CoRR, 2021

High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Biomedical Corpus Filtering: A Weak Supervision Paradigm With Infused Domain Expertise.
Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, 2021


2020
High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation.
CoRR, 2020

Active Structure Learning of Causal DAGs via Directed Clique Tree.
CoRR, 2020

Active Structure Learning of Causal DAGs via Directed Clique Trees.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Entropic Causal Inference: Identifiability and Finite Sample Results.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Natural Language Processing System for Extracting Evidence of Drug Repurposing from Scientific Publications.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies.
CoRR, 2019

Flexible Resource Allocation to Interval Jobs.
Algorithmica, 2019

Sample Efficient Active Learning of Causal Trees.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Size of Interventional Markov Equivalence Classes in random DAG models.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017
A configurable, big data system for on-demand healthcare cost prediction.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Asymptotic Optimality of Constant-Order Policies for Lost Sales Inventory Models with Large Lead Times.
Math. Oper. Res., 2016

Flexible Resource Allocation for Clouds and All-Optical Networks.
CoRR, 2016

Brief Announcement: Flexible Resource Allocation for Clouds and All-Optical Networks.
Proceedings of the 28th ACM Symposium on Parallelism in Algorithms and Architectures, 2016

2015
Strong spatial mixing of list coloring of graphs.
Random Struct. Algorithms, 2015

The stability of the deterministic Skorokhod problem is undecidable.
Queueing Syst. Theory Appl., 2015

Toward Comprehensive Attribution of Healthcare Cost Changes.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014
Multiplicative regression via constrained least squares.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

2013
A New Local Search Algorithm for Binary Optimization.
INFORMS J. Comput., 2013

2012
Improved Bounds for Speed Scaling in Devices Obeying the Cube-Root Rule.
Theory Comput., 2012

Correlation decay and deterministic FPTAS for counting colorings of a graph.
J. Discrete Algorithms, 2012

Optimal sampling strategies for minimum latency routing with imperfect link state.
Proceedings of the 10th International Symposium on Modeling and Optimization in Mobile, 2012

2011
MCMC inference of the shape and variability of time-response signals.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
A deterministic approximation algorithm for computing the permanent of a 0, 1 matrix.
J. Comput. Syst. Sci., 2010

Stability of Skorokhod problem is undecidable
CoRR, 2010

2009
Sequential cavity method for computing limits of the log-partition function for lattice models.
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009

2008
Optimally Adaptive Integration of Univariate Lipschitz Functions.
Algorithmica, 2008

2007
Correlation decay and deterministic FPTAS for counting list-colorings of a graph.
Proceedings of the Eighteenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2007


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