Ilan Shomorony

121 papers A* 6A 1B 32C 1Misc 3Journal 73Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
On the Capacity of Noisy Frequency-based Channels.
CoRR
Yuval Gerzon, Ilan Shomorony, Nir Weinberger
2026 J jnl
Scalable Batch Correction for Cell Painting via Batch-Dependent Kernels and Adaptive Sampling.
CoRR
Aditya Narayan Ravi, Snehal Vadvalkar, Abhishek Pandey, Ilan Shomorony
2025 J jnl
Aggregated Kalman Filter: Efficient Switching Linear Dynamic Estimation via Merging Priors.
IEEE Trans. Signal Process.
Parisa Karimi, Ilan Shomorony, Zhizhen Zhao, Farzad Kamalabadi
2025 J jnl
Capacity of Frequency-Based Channels: Encoding Information in Molecular Concentrations.
IEEE Trans. Inf. Theory
Yuval Gerzon, Ilan Shomorony, Nir Weinberger
2025 J jnl
Capacity-Aware Planning and Scheduling in Budget-Constrained Multi-Agent MDPs: A Meta-RL Approach.
IEEE Robotics Autom. Lett.
Manav Vora, Ilan Shomorony, Melkior Ornik
2025 A conf
Dynamic DBSCAN with Euler Tour Sequences.
AISTATS
Seiyun Shin, Ilan Shomorony, Peter Macgregor
2025 J jnl
Dynamic DBSCAN with Euler Tour Sequences.
CoRR
Seiyun Shin, Ilan Shomorony, Peter Macgregor
2025 B conf
Fragmentation in Data Deduplication Systems I: The Stretch Metric.
ISIT
Yun-Han Li, Jin Sima, Ilan Shomorony, Olgica Milenkovic
2025 B conf
Fragmentation in Data Deduplication Systems II: The Jump Metric.
ISIT
Yun-Han Li, Jin Sima, Ilan Shomorony, Olgica Milenkovic
2025 J jnl
Fundamental Limits of Non-Adaptive Group Testing with Markovian Correlation.
CoRR
Aditya Narayan Ravi, Ilan Shomorony
2025 B conf
Guaranteed Recovery of Unambiguous Clusters.
ISIT
Kayvon Mazooji, Ilan Shomorony
2025 J jnl
Guaranteed Recovery of Unambiguous Clusters.
CoRR
Kayvon Mazooji, Ilan Shomorony
2025 J jnl
Reducing Fragmentation in Data Deduplication Systems via Partial Repetition and Coding.
IEEE Trans. Inf. Theory
Yun-Han Li, Jin Sima, Ilan Shomorony, Olgica Milenkovic
2024 J jnl
An Information Theory for Out-of-Order Media With Applications in DNA Data Storage.
IEEE Trans. Mol. Biol. Multi Scale Commun.
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
2024 Misc conf
An Instance-Based Approach to the Trace Reconstruction Problem.
CISS
Kayvon Mazooji, Ilan Shomorony
2024 J jnl
An Instance-Based Approach to the Trace Reconstruction Problem.
CoRR
Kayvon Mazooji, Ilan Shomorony
2024 B conf
Capacity of Frequency-based Channels: Encoding Information in Molecular Concentrations.
ISIT
Yuval Gerzon, Ilan Shomorony, Nir Weinberger
2024 J jnl
Capacity of Frequency-based Channels: Encoding Information in Molecular Concentrations.
CoRR
Yuval Gerzon, Ilan Shomorony, Nir Weinberger
2024 J jnl
Capacity-Aware Planning and Scheduling in Budget-Constrained Monotonic MDPs: A Meta-RL Approach.
CoRR
Manav Vora, Ilan Shomorony, Melkior Ornik
2024 J jnl
DNA Merge-Sort: A Family of Nested Varshamov-Tenengolts Reassembly Codes for Out-of-Order Media.
IEEE Trans. Commun.
Sajjad Nassirpour, Ilan Shomorony, Alireza Vahid
2024 J jnl
Fast multiple sequence alignment via multi-armed bandits.
Bioinform.
Kayvon Mazooji, Ilan Shomorony
2024 A* conf
Faster Maximum Inner Product Search in High Dimensions.
ICML
Mo Tiwari, Ryan Kang, Jaeyong Lee, Donghyun Lee, Christopher Piech, Sebastian Thrun, Ilan Shomorony, Martin Jinye Zhang
2024 J jnl
Fundamental Limits of Reference-Based Sequence Reordering.
IEEE Trans. Inf. Theory
Nir Weinberger, Ilan Shomorony
2024 J jnl
Prioritized Federated Learning: Leveraging Non-Priority Clients for Targeted Model Improvement.
Trans. Mach. Learn. Res.
Aditya Narayan Ravi, Ilan Shomorony
2024 J jnl
Recovering a Message from an Incomplete Set of Noisy Fragments.
CoRR
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
2024 J jnl
Reducing Data Fragmentation in Data Deduplication Systems via Partial Repetition and Coding.
CoRR
Yun-Han Li, Jin Sima, Ilan Shomorony, Olgica Milenkovic
2024 J jnl
Substring Density Estimation From Traces.
IEEE Trans. Inf. Theory
Kayvon Mazooji, Ilan Shomorony
2024 J jnl
The Metagenomic Binning Problem: Clustering Markov Sequences.
IEEE Trans. Mol. Biol. Multi Scale Commun.
Grant Greenberg, Ilan Shomorony
2023 B conf
Adaptive Power Method: Eigenvector Estimation from Sampled Data.
ALT
Seiyun Shin, Han Zhao, Ilan Shomorony
2023 A* conf
BanditPAM++: Faster k-medoids Clustering.
NeurIPS
Mo Tiwari, Ryan Kang, Donghyun Lee, Sebastian Thrun, Ilan Shomorony, Martin J. Zhang
2023 J jnl
BanditPAM++: Faster k-medoids Clustering.
CoRR
Mo Tiwari, Ryan Kang, Donghyun Lee, Sebastian Thrun, Chris Piech, Ilan Shomorony, Martin Jinye Zhang
2023 A* conf
Efficient Learning of Linear Graph Neural Networks via Node Subsampling.
NeurIPS
Seiyun Shin, Ilan Shomorony, Han Zhao
2023 B conf
Finding a Burst of Positives via Nonadaptive Semiquantitative Group Testing.
ISIT
Yun-Han Li, Ryan Gabrys, Jin Sima, Ilan Shomorony, Olgica Milenkovic
2023 J jnl
Finding a Burst of Positives via Nonadaptive Semiquantitative Group Testing.
CoRR
Yun-Han Li, Ryan Gabrys, Jin Sima, Ilan Shomorony, Olgica Milenkovic
2023 B conf
Fundamental Limits of Multiple Sequence Reconstruction from Substrings.
ISIT
Kel Levick, Ilan Shomorony
2023 J jnl
Fundamental Limits of Multiple Sequence Reconstruction from Substrings.
CoRR
Kel Levick, Ilan Shomorony
2023 B conf
Fundamental Limits of Reference-Based Sequence Reordering.
ISIT
Nir Weinberger, Ilan Shomorony
2023 J jnl
Fundamental Limits of Reference-Based Sequence Reordering.
CoRR
Nir Weinberger, Ilan Shomorony
2023 J jnl
LexicHash: sequence similarity estimation via lexicographic comparison of hashes.
Bioinform.
Grant Greenberg, Aditya Narayan Ravi, Ilan Shomorony
2023 J jnl
On Constant-Weight Binary B
CoRR
Jin Sima, Yun-Han Li, Ilan Shomorony, Olgica Milenkovic
2023 B conf
On Constant-Weight Binary B2-Sequences.
ISIT
Jin Sima, Yun-Han Li, Ilan Shomorony, Olgica Milenkovic
2023 B conf
Substring Density Estimation from Traces.
ISIT
Kayvon Mazooji, Ilan Shomorony
2023 J jnl
Utilizing Free Clients in Federated Learning for Focused Model Enhancement.
CoRR
Aditya Narayan Ravi, Ilan Shomorony
2022 C conf
A Game-Theoretically Optimal Defense Paradigm against Traffic Analysis Attacks using Multipath Routing and Deception.
SACMAT
Masoumeh Abolfathi, Ilan Shomorony, Alireza Vahid, Jafar Haadi Jafarian
2022 Misc conf
Achieving the Capacity of a DNA Storage Channel with Linear Coding Schemes.
CISS
Kel Levick, Reinhard Heckel, Ilan Shomorony
2022 — conf
CVQVAE: A representation learning based method for multi-omics single cell data integration.
MLCB
Tianyu Liu, Grant Greenberg, Ilan Shomorony
2022 B conf
Capacity of the Shotgun Sequencing Channel.
ISIT
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
2022 J jnl
Coded Shotgun Sequencing.
IEEE J. Sel. Areas Inf. Theory
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
2022 J jnl
Faster Maximum Inner Product Search in High Dimensions.
CoRR
Mo Tiwari, Ryan Kang, Je-Yong Lee, Luke Lee, Chris Piech, Sebastian Thrun, Ilan Shomorony, Martin Jinye Zhang
2022 B conf
Fundamental Limits of Multi-Sample Flow Graph Decomposition.
ISIT
Kayvon Mazooji, Sreeram Kannan, William Stafford Noble, Ilan Shomorony
2022 J jnl
Improving bacterial genome assembly using a test of strand orientation.
Bioinform.
Grant Greenberg, Ilan Shomorony
2022 J jnl
Information-Theoretic Foundations of DNA Data Storage.
CoRR
Ilan Shomorony, Reinhard Heckel
2022 J jnl
Information-Theoretic Foundations of DNA Data Storage.
Found. Trends Commun. Inf. Theory
Ilan Shomorony, Reinhard Heckel
2022 J jnl
JIND: joint integration and discrimination for automated single-cell annotation.
Bioinform.
Mohit Goyal, Guillermo Serrano, Josepmaria Argemi, Ilan Shomorony, Mikel Hernaez, Idoia Ochoa
2022 A* conf
MABSplit: Faster Forest Training Using Multi-Armed Bandits.
NeurIPS
Mo Tiwari, Ryan Kang, Jaeyong Lee, Chris Piech, Ilan Shomorony, Sebastian Thrun, Martin J. Zhang
2022 J jnl
MABSplit: Faster Forest Training Using Multi-Armed Bandits.
CoRR
Mo Tiwari, Ryan Kang, Je-Yong Lee, Sebastian Thrun, Chris Piech, Ilan Shomorony, Martin Jinye Zhang
2022 J jnl
Reassembly Codes for the Chop-and-Shuffle Channel.
CoRR
Sajjad Nassirpour, Ilan Shomorony, Alireza Vahid
2022 J jnl
Substring Density Estimation from Traces.
CoRR
Kayvon Mazooji, Ilan Shomorony
2021 J jnl
A cost-based analysis for risk-averse explore-then-commit finite-time bandits.
IISE Trans.
Ali Yekkehkhany, Ebrahim Arian, Rakesh Nagi, Ilan Shomorony
2021 J jnl
Achieving the Capacity of a DNA Storage Channel with Linear Coding Schemes.
CoRR
Kel Levick, Reinhard Heckel, Ilan Shomorony
2021 B conf
Capacity of the Torn Paper Channel with Lost Pieces.
ISIT
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
2021 J jnl
Coded Shotgun Sequencing.
CoRR
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
2021 J jnl
DNA-Based Storage: Models and Fundamental Limits.
IEEE Trans. Inf. Theory
Ilan Shomorony, Reinhard Heckel
2021 J jnl
Private DNA Sequencing: Hiding Information in Discrete Noise.
CoRR
Kayvon Mazooji, Roy Dong, Ilan Shomorony
2021 B conf
Sketching and Sequence Alignment: A Rate-Distortion Perspective.
ISIT
Ilan Shomorony, Govinda M. Kamath
2021 J jnl
Sketching and Sequence Alignment: A Rate-Distortion Perspective.
CoRR
Ilan Shomorony, Govinda M. Kamath
2021 J jnl
Torn-Paper Coding.
IEEE Trans. Inf. Theory
Ilan Shomorony, Alireza Vahid
2020 A* conf
Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment.
NeurIPS
Govinda M. Kamath, Tavor Z. Baharav, Ilan Shomorony
2020 J jnl
Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment.
CoRR
Govinda M. Kamath, Tavor Z. Baharav, Ilan Shomorony
2020 J jnl
Bandit-PAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits.
CoRR
Mo Tiwari, Martin Jinye Zhang, James Mayclin, Sebastian Thrun, Chris Piech, Ilan Shomorony
2020 A* conf
BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits.
NeurIPS
Mo Tiwari, Martin Jinye Zhang, James Mayclin, Sebastian Thrun, Chris Piech, Ilan Shomorony
2020 Misc conf
Capacity of the Erasure Shuffling Channel.
ICASSP
Seiyun Shin, Reinhard Heckel, Ilan Shomorony
2020 B conf
Communicating over the Torn-Paper Channel.
GLOBECOM
Ilan Shomorony, Alireza Vahid
2020 J jnl
Communicating over the Torn-Paper Channel.
CoRR
Ilan Shomorony, Alireza Vahid
2020 J jnl
DNA-Based Storage: Models and Fundamental Limits.
CoRR
Ilan Shomorony, Reinhard Heckel
2020 B conf
Private DNA Sequencing: Hiding Information in Discrete Noise.
ITW
Kayvon Mazooji, Roy Dong, Ilan Shomorony
2020 B conf
Spectral Jaccard Similarity: A New Approach to Estimating Pairwise Sequence Alignments.
RECOMB
Tavor Z. Baharav, Govinda M. Kamath, David N. C. Tse, Ilan Shomorony
2020 J jnl
Spectral Jaccard Similarity: A New Approach to Estimating Pairwise Sequence Alignments.
Patterns
Tavor Z. Baharav, Govinda M. Kamath, David N. C. Tse, Ilan Shomorony
2019 B conf
Capacity Results for the Noisy Shuffling Channel.
ISIT
Ilan Shomorony, Reinhard Heckel
2019 J jnl
Capacity Results for the Noisy Shuffling Channel.
CoRR
Ilan Shomorony, Reinhard Heckel
2019 B conf
The Metagenomic Binning Problem: Clustering Markov Sequences.
ITW
Grant Greenberg, Ilan Shomorony
2019 J jnl
The Metagenomic Binning Problem: Clustering Markov Sequences.
CoRR
Grant Greenberg, Ilan Shomorony
2017 J jnl
Fundamental Limits of DNA Storage Systems.
CoRR
Reinhard Heckel, Ilan Shomorony, Kannan Ramchandran, David N. C. Tse
2017 B conf
Fundamental limits of DNA storage systems.
ISIT
Reinhard Heckel, Ilan Shomorony, Kannan Ramchandran, David N. C. Tse
2016 J jnl
Fundamental Limits of Genome Assembly Under an Adversarial Erasure Model.
IEEE Trans. Mol. Biol. Multi Scale Commun.
Ilan Shomorony, Thomas A. Courtade, David Tse
2016 J jnl
Information-optimal genome assembly via sparse read-overlap graphs.
Bioinform.
Ilan Shomorony, Samuel H. Kim, Thomas A. Courtade, David N. C. Tse
2016 B conf
Overlap-based genome assembly from variable-length reads.
ISIT
Joseph Hui, Ilan Shomorony, Kannan Ramchandran, Thomas A. Courtade
2016 J jnl
Partial DNA Assembly: A Rate-Distortion Perspective.
CoRR
Ilan Shomorony, Govinda M. Kamath, Fei Xia, Thomas A. Courtade, David N. C. Tse
2016 B conf
Partial DNA assembly: A rate-distortion perspective.
ISIT
Ilan Shomorony, Govinda M. Kamath, Fei Xia, Thomas A. Courtade, David N. C. Tse
2015 J jnl
Do Read Errors Matter for Genome Assembly?
CoRR
Ilan Shomorony, Thomas A. Courtade, David Tse
2015 B conf
Do read errors matter for genome assembly?
ISIT
Ilan Shomorony, Thomas A. Courtade, David N. C. Tse
2015 J jnl
Informational Bottlenecks in Two-Unicast Wireless Networks with Delayed CSIT.
CoRR
Alireza Vahid, Ilan Shomorony, A. Robert Calderbank
2015 — conf
Informational bottlenecks in two-unicast wireless networks with delayed CSIT.
Allerton
Alireza Vahid, Ilan Shomorony, A. Robert Calderbank
2015 J jnl
Network Compression: Worst Case Analysis.
IEEE Trans. Inf. Theory
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
2014 J jnl
A Generalized Cut-Set Bound for Deterministic Multi-Flow Networks and its Applications.
CoRR
Ilan Shomorony, Amir Salman Avestimehr
2014 B conf
A generalized cut-set bound for deterministic multi-flow networks and its applications.
ISIT
Ilan Shomorony, Amir Salman Avestimehr
2014 J jnl
Computing Half-Duplex Schedules in Gaussian Relay Networks via Min-Cut Approximations.
IEEE Trans. Inf. Theory
Raúl H. Etkin, Farzad Parvaresh, Ilan Shomorony, Amir Salman Avestimehr
2014 J jnl
Degrees of Freedom of Two-Hop Wireless Networks: Everyone Gets the Entire Cake.
IEEE Trans. Inf. Theory
Ilan Shomorony, Amir Salman Avestimehr
2014 J jnl
Diamond Networks With Bursty Traffic: Bounds on the Minimum Energy-Per-Bit.
IEEE Trans. Inf. Theory
Ilan Shomorony, Raúl H. Etkin, Farzad Parvaresh, Amir Salman Avestimehr
2014 J jnl
Multihop Wireless Networks: A Unified Approach to Relaying and Interference Management.
Found. Trends Netw.
Ilan Shomorony, Salman Avestimehr
2014 J jnl
Sampling Large Data on Graphs.
CoRR
Ilan Shomorony, Amir Salman Avestimehr
2014 — conf
Sampling large data on graphs.
GlobalSIP
Ilan Shomorony, Amir Salman Avestimehr
2013 J jnl
Network Compression: Worst-Case Analysis
CoRR
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
2013 B conf
Network compression: Worst-case analysis.
ISIT
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
2013 J jnl
On Min-Cut Algorithms for Half-Duplex Relay Networks
CoRR
Raúl H. Etkin, Farzad Parvaresh, Ilan Shomorony, Amir Salman Avestimehr
2013 — conf
On computing half-duplex relaying capacity in networks with orthogonal channels.
IWCIT
Farzad Parvaresh, Raúl H. Etkin, Ilan Shomorony, Amir Salman Avestimehr
2013 B conf
On efficient min-cut approximations in half-duplex relay networks.
ISIT
Raúl H. Etkin, Farzad Parvaresh, Ilan Shomorony, Amir Salman Avestimehr
2013 B conf
Operational extremality of Gaussianity in network compression, communication, and coding.
ITW
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
2013 J jnl
Two-Unicast Wireless Networks: Characterizing the Degrees of Freedom.
IEEE Trans. Inf. Theory
Ilan Shomorony, Amir Salman Avestimehr
2013 J jnl
Worst-Case Additive Noise in Wireless Networks.
IEEE Trans. Inf. Theory
Ilan Shomorony, Amir Salman Avestimehr
2012 B conf
Bounds on the minimum energy-per-bit for bursty traffic in diamond networks.
ISIT
Ilan Shomorony, Raúl H. Etkin, Farzad Parvaresh, Amir Salman Avestimehr
2012 J jnl
Degrees of Freedom of Two-Hop Wireless Networks: "Everyone Gets the Entire Cake''
CoRR
Ilan Shomorony, Amir Salman Avestimehr
2012 — conf
Degrees of freedom of two-hop wireless networks: "Everyone gets the entire cake".
Allerton Conference
Ilan Shomorony, Amir Salman Avestimehr
2012 J jnl
Diamond Networks with Bursty Traffic: Bounds on the Minimum Energy-Per-Bit
CoRR
Ilan Shomorony, Raúl H. Etkin, Farzad Parvaresh, Amir Salman Avestimehr
2012 B conf
Is Gaussian noise the worst-case additive noise in wireless networks?
ISIT
Ilan Shomorony, Amir Salman Avestimehr
2012 B conf
On the role of deterministic models in K × K × K wireless networks.
ITW
Ilan Shomorony, Amir Salman Avestimehr
2012 J jnl
Worst-Case Additive Noise in Wireless Networks
CoRR
Ilan Shomorony, Amir Salman Avestimehr
2012 J jnl
Worst-Case Source for Distributed Compression with Quadratic Distortion
CoRR
Ilan Shomorony, Amir Salman Avestimehr, Himanshu Asnani, Tsachy Weissman
2012 B conf
Worst-case source for distributed compression with quadratic distortion.
ITW
Ilan Shomorony, Amir Salman Avestimehr, Himanshu Asnani, Tsachy Weissman
2011 B conf
Sum degrees-of-freedom of two-unicast wireless networks.
ISIT
Ilan Shomorony, Amir Salman Avestimehr
2011 J jnl
Two-Unicast Wireless Networks: Characterizing the Sum Degrees of Freedom
CoRR
Ilan Shomorony, Amir Salman Avestimehr