Ilan Shomorony

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 73

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

NeurIPS

Publications

Nir Weinberger, Ilan Shomorony
Fundamental Limits of Reference-Based Sequence Reordering. IEEE Trans. Inf. Theory 70 (7) (2024)
Kayvon Mazooji, Ilan Shomorony
An Instance-Based Approach to the Trace Reconstruction Problem. CISS (2024)
Grant Greenberg, Ilan Shomorony
The Metagenomic Binning Problem: Clustering Markov Sequences. IEEE Trans. Mol. Biol. Multi Scale Commun. 10 (1) (2024)
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
An Information Theory for Out-of-Order Media With Applications in DNA Data Storage. IEEE Trans. Mol. Biol. Multi Scale Commun. 10 (2) (2024)
Kayvon Mazooji, Ilan Shomorony
Substring Density Estimation From Traces. IEEE Trans. Inf. Theory 70 (8) (2024)
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
Recovering a Message from an Incomplete Set of Noisy Fragments. CoRR (2024)
Sajjad Nassirpour, Ilan Shomorony, Alireza Vahid
DNA Merge-Sort: A Family of Nested Varshamov-Tenengolts Reassembly Codes for Out-of-Order Media. IEEE Trans. Commun. 72 (3) (2024)
Kayvon Mazooji, Ilan Shomorony
An Instance-Based Approach to the Trace Reconstruction Problem. CoRR (2024)
Yuval Gerzon, Ilan Shomorony, Nir Weinberger
Capacity of Frequency-based Channels: Encoding Information in Molecular Concentrations. CoRR (2024)
Kel Levick, Ilan Shomorony
Fundamental Limits of Multiple Sequence Reconstruction from Substrings. ISIT (2023)
Jin Sima, Yun-Han Li, Ilan Shomorony, Olgica Milenkovic
On Constant-Weight Binary B2-Sequences. ISIT (2023)
Mo Tiwari, Ryan Kang, Donghyun Lee, Sebastian Thrun, Ilan Shomorony, Martin J. Zhang
BanditPAM++: Faster k-medoids Clustering. NeurIPS (2023)
Seiyun Shin, Han Zhao, Ilan Shomorony
Adaptive Power Method: Eigenvector Estimation from Sampled Data. ALT (2023)
Kayvon Mazooji, Ilan Shomorony
Substring Density Estimation from Traces. ISIT (2023)
Yun-Han Li, Ryan Gabrys, Jin Sima, Ilan Shomorony, Olgica Milenkovic
Finding a Burst of Positives via Nonadaptive Semiquantitative Group Testing. ISIT (2023)
Yun-Han Li, Ryan Gabrys, Jin Sima, Ilan Shomorony, Olgica Milenkovic
Finding a Burst of Positives via Nonadaptive Semiquantitative Group Testing. CoRR (2023)
Nir Weinberger, Ilan Shomorony
Fundamental Limits of Reference-Based Sequence Reordering. ISIT (2023)
Nir Weinberger, Ilan Shomorony
Fundamental Limits of Reference-Based Sequence Reordering. CoRR (2023)
Jin Sima, Yun-Han Li, Ilan Shomorony, Olgica Milenkovic
-Sequences. CoRR (2023)
Kel Levick, Ilan Shomorony
Fundamental Limits of Multiple Sequence Reconstruction from Substrings. CoRR (2023)
Aditya Narayan Ravi, Ilan Shomorony
Utilizing Free Clients in Federated Learning for Focused Model Enhancement. CoRR (2023)
Mo Tiwari, Ryan Kang, Donghyun Lee, Sebastian Thrun, Chris Piech, Ilan Shomorony, Martin Jinye Zhang
BanditPAM++: Faster k-medoids Clustering. CoRR (2023)
Grant Greenberg, Aditya Narayan Ravi, Ilan Shomorony
LexicHash: sequence similarity estimation via lexicographic comparison of hashes. Bioinform. 39 (10) (2023)
Seiyun Shin, Ilan Shomorony, Han Zhao
Efficient Learning of Linear Graph Neural Networks via Node Subsampling. NeurIPS (2023)
Sajjad Nassirpour, Ilan Shomorony, Alireza Vahid
Reassembly Codes for the Chop-and-Shuffle Channel. CoRR (2022)
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
Capacity of the Shotgun Sequencing Channel. ISIT (2022)
Tianyu Liu, Grant Greenberg, Ilan Shomorony
CVQVAE: A representation learning based method for multi-omics single cell data integration. MLCB (2022)
Ilan Shomorony, Reinhard Heckel
Information-Theoretic Foundations of DNA Data Storage. CoRR (2022)
Kayvon Mazooji, Ilan Shomorony
Substring Density Estimation from Traces. CoRR (2022)
Ilan Shomorony, Reinhard Heckel
Information-Theoretic Foundations of DNA Data Storage. Found. Trends Commun. Inf. Theory 19 (1) (2022)
Kayvon Mazooji, Sreeram Kannan, William Stafford Noble, Ilan Shomorony
Fundamental Limits of Multi-Sample Flow Graph Decomposition. ISIT (2022)
Mo Tiwari, Ryan Kang, Je-Yong Lee, Luke Lee, Chris Piech, Sebastian Thrun, Ilan Shomorony, Martin Jinye Zhang
Faster Maximum Inner Product Search in High Dimensions. CoRR (2022)
Mo Tiwari, Ryan Kang, Je-Yong Lee, Sebastian Thrun, Chris Piech, Ilan Shomorony, Martin Jinye Zhang
MABSplit: Faster Forest Training Using Multi-Armed Bandits. CoRR (2022)
Mo Tiwari, Ryan Kang, Jaeyong Lee, Chris Piech, Ilan Shomorony, Sebastian Thrun, Martin J. Zhang
MABSplit: Faster Forest Training Using Multi-Armed Bandits. NeurIPS (2022)
Kel Levick, Reinhard Heckel, Ilan Shomorony
Achieving the Capacity of a DNA Storage Channel with Linear Coding Schemes. CISS (2022)
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
Coded Shotgun Sequencing. IEEE J. Sel. Areas Inf. Theory 3 (1) (2022)
Masoumeh Abolfathi, Ilan Shomorony, Alireza Vahid, Jafar Haadi Jafarian
A Game-Theoretically Optimal Defense Paradigm against Traffic Analysis Attacks using Multipath Routing and Deception. SACMAT (2022)
Ilan Shomorony, Reinhard Heckel
DNA-Based Storage: Models and Fundamental Limits. IEEE Trans. Inf. Theory 67 (6) (2021)
Ilan Shomorony, Alireza Vahid
Torn-Paper Coding. IEEE Trans. Inf. Theory 67 (12) (2021)
Ilan Shomorony, Govinda M. Kamath
Sketching and Sequence Alignment: A Rate-Distortion Perspective. ISIT (2021)
Kayvon Mazooji, Roy Dong, Ilan Shomorony
Private DNA Sequencing: Hiding Information in Discrete Noise. CoRR (2021)
Kel Levick, Reinhard Heckel, Ilan Shomorony
Achieving the Capacity of a DNA Storage Channel with Linear Coding Schemes. CoRR (2021)
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
Capacity of the Torn Paper Channel with Lost Pieces. ISIT (2021)
Aditya Narayan Ravi, Alireza Vahid, Ilan Shomorony
Coded Shotgun Sequencing. CoRR (2021)
Ilan Shomorony, Govinda M. Kamath
Sketching and Sequence Alignment: A Rate-Distortion Perspective. CoRR (2021)
Ali Yekkehkhany, Ebrahim Arian, Rakesh Nagi, Ilan Shomorony
A cost-based analysis for risk-averse explore-then-commit finite-time bandits. IISE Trans. 53 (10) (2021)
Mo Tiwari, Martin Jinye Zhang, James Mayclin, Sebastian Thrun, Chris Piech, Ilan Shomorony
BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits. NeurIPS (2020)
Tavor Z. Baharav, Govinda M. Kamath, David N. C. Tse, Ilan Shomorony
Spectral Jaccard Similarity: A New Approach to Estimating Pairwise Sequence Alignments. Patterns 1 (6) (2020)
Ilan Shomorony, Reinhard Heckel
DNA-Based Storage: Models and Fundamental Limits. CoRR (2020)
Tavor Z. Baharav, Govinda M. Kamath, David N. C. Tse, Ilan Shomorony
Spectral Jaccard Similarity: A New Approach to Estimating Pairwise Sequence Alignments. RECOMB (2020)
Kayvon Mazooji, Roy Dong, Ilan Shomorony
Private DNA Sequencing: Hiding Information in Discrete Noise. ITW (2020)
Govinda M. Kamath, Tavor Z. Baharav, Ilan Shomorony
Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment. NeurIPS (2020)
Ilan Shomorony, Alireza Vahid
Communicating over the Torn-Paper Channel. CoRR (2020)
Ilan Shomorony, Alireza Vahid
Communicating over the Torn-Paper Channel. GLOBECOM (2020)
Seiyun Shin, Reinhard Heckel, Ilan Shomorony
Capacity of the Erasure Shuffling Channel. ICASSP (2020)
Govinda M. Kamath, Tavor Z. Baharav, Ilan Shomorony
Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment. CoRR (2020)
Mo Tiwari, Martin Jinye Zhang, James Mayclin, Sebastian Thrun, Chris Piech, Ilan Shomorony
Bandit-PAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits. CoRR (2020)
Grant Greenberg, Ilan Shomorony
The Metagenomic Binning Problem: Clustering Markov Sequences. CoRR (2019)
Grant Greenberg, Ilan Shomorony
The Metagenomic Binning Problem: Clustering Markov Sequences. ITW (2019)
Ilan Shomorony, Reinhard Heckel
Capacity Results for the Noisy Shuffling Channel. ISIT (2019)
Ilan Shomorony, Reinhard Heckel
Capacity Results for the Noisy Shuffling Channel. CoRR (2019)
Reinhard Heckel, Ilan Shomorony, Kannan Ramchandran, David N. C. Tse
Fundamental limits of DNA storage systems. ISIT (2017)
Reinhard Heckel, Ilan Shomorony, Kannan Ramchandran, David N. C. Tse
Fundamental Limits of DNA Storage Systems. CoRR (2017)
Ilan Shomorony, Samuel H. Kim, Thomas A. Courtade, David N. C. Tse
Information-optimal genome assembly via sparse read-overlap graphs. Bioinform. 32 (17) (2016)
Joseph Hui, Ilan Shomorony, Kannan Ramchandran, Thomas A. Courtade
Overlap-based genome assembly from variable-length reads. ISIT (2016)
Ilan Shomorony, Thomas A. Courtade, David Tse
Fundamental Limits of Genome Assembly Under an Adversarial Erasure Model. IEEE Trans. Mol. Biol. Multi Scale Commun. 2 (2) (2016)
Ilan Shomorony, Govinda M. Kamath, Fei Xia, Thomas A. Courtade, David N. C. Tse
Partial DNA Assembly: A Rate-Distortion Perspective. CoRR (2016)
Ilan Shomorony, Govinda M. Kamath, Fei Xia, Thomas A. Courtade, David N. C. Tse
Partial DNA assembly: A rate-distortion perspective. ISIT (2016)
Ilan Shomorony, Thomas A. Courtade, David N. C. Tse
Do read errors matter for genome assembly? ISIT (2015)
Ilan Shomorony, Thomas A. Courtade, David Tse
Do Read Errors Matter for Genome Assembly? CoRR (2015)
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
Network Compression: Worst Case Analysis. IEEE Trans. Inf. Theory 61 (7) (2015)
Alireza Vahid, Ilan Shomorony, A. Robert Calderbank
Informational bottlenecks in two-unicast wireless networks with delayed CSIT. Allerton (2015)
Alireza Vahid, Ilan Shomorony, A. Robert Calderbank
Informational Bottlenecks in Two-Unicast Wireless Networks with Delayed CSIT. CoRR (2015)
Ilan Shomorony, Amir Salman Avestimehr
Sampling Large Data on Graphs. CoRR (2014)
Ilan Shomorony, Amir Salman Avestimehr
Sampling large data on graphs. GlobalSIP (2014)
Ilan Shomorony, Amir Salman Avestimehr
Degrees of Freedom of Two-Hop Wireless Networks: Everyone Gets the Entire Cake. IEEE Trans. Inf. Theory 60 (5) (2014)
Raúl H. Etkin, Farzad Parvaresh, Ilan Shomorony, Amir Salman Avestimehr
Computing Half-Duplex Schedules in Gaussian Relay Networks via Min-Cut Approximations. IEEE Trans. Inf. Theory 60 (11) (2014)
Ilan Shomorony, Amir Salman Avestimehr
A Generalized Cut-Set Bound for Deterministic Multi-Flow Networks and its Applications. CoRR (2014)
Ilan Shomorony, Salman Avestimehr
Multihop Wireless Networks: A Unified Approach to Relaying and Interference Management. Found. Trends Netw. 8 (3) (2014)
Ilan Shomorony, Raúl H. Etkin, Farzad Parvaresh, Amir Salman Avestimehr
Diamond Networks With Bursty Traffic: Bounds on the Minimum Energy-Per-Bit. IEEE Trans. Inf. Theory 60 (1) (2014)
Ilan Shomorony, Amir Salman Avestimehr
A generalized cut-set bound for deterministic multi-flow networks and its applications. ISIT (2014)
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
Network compression: Worst-case analysis. ISIT (2013)
Raúl H. Etkin, Farzad Parvaresh, Ilan Shomorony, Amir Salman Avestimehr
On efficient min-cut approximations in half-duplex relay networks. ISIT (2013)
Raúl H. Etkin, Farzad Parvaresh, Ilan Shomorony, Amir Salman Avestimehr
On Min-Cut Algorithms for Half-Duplex Relay Networks CoRR (2013)
Ilan Shomorony, Amir Salman Avestimehr
Two-Unicast Wireless Networks: Characterizing the Degrees of Freedom. IEEE Trans. Inf. Theory 59 (1) (2013)
Farzad Parvaresh, Raúl H. Etkin, Ilan Shomorony, Amir Salman Avestimehr
On computing half-duplex relaying capacity in networks with orthogonal channels. IWCIT (2013)
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
Network Compression: Worst-Case Analysis CoRR (2013)
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
Operational extremality of Gaussianity in network compression, communication, and coding. ITW (2013)
Ilan Shomorony, Amir Salman Avestimehr
Worst-Case Additive Noise in Wireless Networks. IEEE Trans. Inf. Theory 59 (6) (2013)
Ilan Shomorony, Amir Salman Avestimehr
Is Gaussian noise the worst-case additive noise in wireless networks? ISIT (2012)
Ilan Shomorony, Amir Salman Avestimehr
On the role of deterministic models in K × K × K wireless networks. ITW (2012)
Ilan Shomorony, Amir Salman Avestimehr
Degrees of Freedom of Two-Hop Wireless Networks: "Everyone Gets the Entire Cake'' CoRR (2012)
Ilan Shomorony, Amir Salman Avestimehr, Himanshu Asnani, Tsachy Weissman
Worst-Case Source for Distributed Compression with Quadratic Distortion CoRR (2012)
Ilan Shomorony, Amir Salman Avestimehr, Himanshu Asnani, Tsachy Weissman
Worst-case source for distributed compression with quadratic distortion. ITW (2012)
Ilan Shomorony, Raúl H. Etkin, Farzad Parvaresh, Amir Salman Avestimehr
Bounds on the minimum energy-per-bit for bursty traffic in diamond networks. ISIT (2012)
Ilan Shomorony, Amir Salman Avestimehr
Worst-Case Additive Noise in Wireless Networks CoRR (2012)
Ilan Shomorony, Raúl H. Etkin, Farzad Parvaresh, Amir Salman Avestimehr
Diamond Networks with Bursty Traffic: Bounds on the Minimum Energy-Per-Bit CoRR (2012)
Ilan Shomorony, Amir Salman Avestimehr
Degrees of freedom of two-hop wireless networks: "Everyone gets the entire cake". Allerton Conference (2012)
Ilan Shomorony, Amir Salman Avestimehr
Two-Unicast Wireless Networks: Characterizing the Sum Degrees of Freedom CoRR (2011)
Ilan Shomorony, Amir Salman Avestimehr
Sum degrees-of-freedom of two-unicast wireless networks. ISIT (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ilan Shomorony