Changho Suh

Steven Whang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

When to Use Graph Side Information in Matrix Completion.

[BibT_eX]

[DOI]

Geewon Suh

Sangwoo Jeon

Proceedings of the IEEE International Symposium on Information Theory, 2021

FairBatch: Batch Selection for Model Fairness.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Two-Way Function Computation.

[BibT_eX]

[DOI]

Seiyun Shin

IEEE Trans. Inf. Theory, 2020

Reprogramming GANs via Input Noise Design.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Matrix Completion with Hierarchical Graph Side Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Fair Classifier Using Kernel Density Estimation.

[BibT_eX]

[DOI]

Gyeongjo Hwang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Achievability Bounds for Community Detection and Matrix Completion with Two-Sided Graph Side-Information.

[BibT_eX]

[DOI]

Qiaosheng Eric Zhang

Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2020

A Fair Classifier Using Mutual Information.

[BibT_eX]

[DOI]

Gyeongjo Hwang

Proceedings of the IEEE International Symposium on Information Theory, 2020

FR-Train: A Mutual Information-Based Approach to Fair and Robust Training.

[BibT_eX]

[DOI]

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

Autoencoder-Based Graph Construction for Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Community Recovery in Hypergraphs.

[BibT_eX]

[DOI]

Kwangjun Ahn

IEEE Trans. Inf. Theory, 2019

Longer distance continuous variable quantum key distribution protocol with photon subtraction at the receiver.

[BibT_eX]

[DOI]

Kyongchun Lim

June-Koo Kevin Rhee

Quantum Inf. Process., 2019

Community Detection and Matrix Completion with Two-Sided Graph Side-Information.

[BibT_eX]

[DOI]

Qiaosheng Eric Zhang

Vincent Y. F. Tan

CoRR, 2019

Synthesizing Differentially Private Datasets using Random Mixing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Wasserstein GAN Can Perform PCA.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

Crash to Not Crash: Learn to Identify Dangerous Vehicles Using a Simulator.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Two-Way Interference Channel Capacity: How to Have the Cake and Eat It Too.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

A Relay Can Increase Degrees of Freedom in Bursty Interference Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Top-K Rank Aggregation From M-Wise Comparisons.

[BibT_eX]

[DOI]

Minje Jang

IEEE J. Sel. Top. Signal Process., 2018

Hypergraph Spectral Clustering in the Weighted Stochastic Block Model.

[BibT_eX]

[DOI]

Kwangjun Ahn

IEEE J. Sel. Top. Signal Process., 2018

Binary Rating Estimation with Graph Side Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Hierarchical Coding for Distributed Computing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

SGD on Random Mixtures: Private Machine Learning under Data Breach Threats.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings.

[BibT_eX]

[DOI]

Hoon Kim

Proceedings of the 6th International Conference on Learning Representations, 2018

Alternating Autoencoders for Matrix Completion.

[BibT_eX]

[DOI]

Kiwon Lee

Yong Hoon Lee

Proceedings of the 2018 IEEE Data Science Workshop, 2018

On the Joint Recovery of Community Structure and Community Features.

[BibT_eX]

[DOI]

Jisang Yoon

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

Adversarial Top-K Ranking.

[BibT_eX]

[DOI]

Vincent Y. F. Tan

Renbo Zhao

IEEE Trans. Inf. Theory, 2017

Understanding GANs: the LQG Setting.

[BibT_eX]

[DOI]

CoRR, 2017

Optimal Sample Complexity of M-wise Data for Top-K Ranking.

[BibT_eX]

[DOI]

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

High-dimensional coded matrix multiplication.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Coding across heterogeneous parallel erasure broadcast channels is useful.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Information-theoretic limits of subspace clustering.

[BibT_eX]

[DOI]

Kwangjun Ahn

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Reconciliation with polar codes constructed using Gaussian approximation for long-distance continuous-variable quantum key distribution.

[BibT_eX]

[DOI]

Yongseen Kim

June-Koo Kevin Rhee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2017

Active Learning for Top-K Rank Aggregation from Noisy Comparisons.

[BibT_eX]

[DOI]

Adel M. Elmahdy

Proceedings of the 34th International Conference on Machine Learning, 2017

Matrix sparsification for coded matrix multiplication.

[BibT_eX]

[DOI]

Geewon Suh

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Capacity of a two-way function multicast channel.

[BibT_eX]

[DOI]

Seiyun Shin

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Computation in Multicast Networks: Function Alignment and Converse Theorems.

[BibT_eX]

[DOI]

Naveen Goela

IEEE Trans. Inf. Theory, 2016

Degrees of Freedom of Uplink-Downlink Multiantenna Cellular Networks.

[BibT_eX]

[DOI]

Sang-Woon Jeon

IEEE Trans. Inf. Theory, 2016

Information Recovery From Pairwise Measurements.

[BibT_eX]

[DOI]

Andrea J. Goldsmith

IEEE Trans. Inf. Theory, 2016

Role of a Relay in Bursty Multiple Access Channels.

[BibT_eX]

[DOI]

CoRR, 2016

Top-K Ranking from Pairwise Comparisons: When Spectral Ranking is Optimal.

[BibT_eX]

[DOI]

CoRR, 2016

To feedback or not to feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Role of a relay in bursty networks with correlated transmissions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Community Recovery in Graphs with Locality.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Active top-K ranking from noisy comparisons.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Euclidean Information Theory of Networks.

[BibT_eX]

[DOI]

Shao-Lun Huang

Lizhong Zheng

IEEE Trans. Inf. Theory, 2015

Degrees of Freedom of the Rank-Deficient Interference Channel With Feedback.

[BibT_eX]

[DOI]

Sung Ho Chae

Sae-Young Chung

IEEE Trans. Inf. Theory, 2015

Top-K ranking: An information-theoretic perspective.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

A relay can increase degrees of freedom in bursty mimo interference networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Information recovery from pairwise measurements: A shannon-theoretic approach.

[BibT_eX]

[DOI]

Andrea J. Goldsmith

Proceedings of the IEEE International Symposium on Information Theory, 2015

Spectral MLE: Top-K Rank Aggregation from Pairwise Comparisons.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

Degrees of freedom of bursty multiple access channels with a relay.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Linear Degrees of Freedom of the $X$ -Channel With Delayed CSIT.

[BibT_eX]

[DOI]

Sina Lashgari

Amir Salman Avestimehr

IEEE Trans. Inf. Theory, 2014

Information Theory of Matrix Completion.

[BibT_eX]

[DOI]

CoRR, 2014

Opportunistic downlink interference alignment.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Opportunistic interference alignment for MIMO interfering broadcast channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Asymptotic Interference Alignment for Optimal Repair of MDS Codes in Distributed Storage.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Network decomposition for function computation.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Bursty interference channel with feedback.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Interactive function computation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

A new achievable scheme for interference relay channels.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Feedback can increase the degrees of freedom of the rank-deficient interference channel.

[BibT_eX]

[DOI]

Sung Ho Chae

Sae-Young Chung

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

A rank ratio inequality and the linear degrees of freedom of X-channel with delayed CSIT.

[BibT_eX]

[DOI]

Sina Lashgari

Amir Salman Avestimehr

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

Degrees of freedom of the MIMO rank-deficient interference channel with feedback.

[BibT_eX]

[DOI]

Sung Ho Chae

Sae-Young Chung

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Interference Channels With Rate-Limited Feedback.

[BibT_eX]

[DOI]

Alireza Vahid

Amir Salman Avestimehr

IEEE Trans. Inf. Theory, 2012

Network coding with computation alignment.

[BibT_eX]

[DOI]

Naveen Goela

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

Two-way interference channels.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Approximate feedback capacity of the Gaussian multicast channel.

[BibT_eX]

[DOI]

Naveen Goela

Dimitris S. Papailiopoulos

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Feedback in the K-user interference channel.

[BibT_eX]

[DOI]

Alexandros G. Dimakis

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Feedback increases the degrees of freedom of two unicast Gaussian networks.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Feedback and Interference Alignment in Networks.

[BibT_eX]

[DOI]

PhD thesis, 2011

Feedback Capacity of the Gaussian Interference Channel to Within 2 Bits.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Exact-Repair MDS Code Construction Using Interference Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Downlink Interference Alignment.

[BibT_eX]

[DOI]

Minnie Ho

David N. C. Tse

IEEE Trans. Commun., 2011

A Survey on Network Codes for Distributed Storage.

[BibT_eX]

[DOI]

Alexandros G. Dimakis

Yunnan Wu

Proc. IEEE, 2011

2010

On the Existence of Optimal Exact-Repair MDS Codes for Distributed Storage

[BibT_eX]

[DOI]

CoRR, 2010

Exact Regeneration Codes for Distributed Storage Repair Using Interference Alignment

[BibT_eX]

[DOI]

CoRR, 2010

Exact-repair MDS codes for distributed storage using interference alignment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

2009

Feedback Capacity of the Gaussian Interference Channel to Within 1.7075 Bits: the Symmetric Case

[BibT_eX]

[DOI]

CoRR, 2009

Symmetric feedback capacity of the Gaussian interference channel to within one bit.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

2008

Resource Allocation for Multicast Services in Multicarrier Wireless Communications.

[BibT_eX]

[DOI]

Jeonghoon Mo

IEEE Trans. Wirel. Commun., 2008

Interference Alignment for Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2006

Designing training sequences for carrier frequency estimation in frequency-selective channels.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2006

2004

Adaptive spatial modulation for MIMO-OFDM.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Wireless Communications and Networking Conference , 2004

Orthogonal frequency division multiple access with an aggregated sub-channel structure and statistical channel quality measurement.

[BibT_eX]

[DOI]

Proceedings of the 60th IEEE Vehicular Technology Conference, 2004

Dynamic subchannel and bit allocation multicast OFDM systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE 15th International Symposium on Personal, 2004

Recursive construction of Golay sequences.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Channel estimation technique for mitigating ICI in MIMO-OFDM cellular systems.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003

Comparative study of time-domain and frequency-domain channel estimation in MIMO-OFDM systems.

[BibT_eX]

[DOI]

Hokyu Choi

Proceedings of the IEEE 14th International Symposium on Personal, 2003

Preamble design for channel estimation in MIMO-OFDM systems.

[BibT_eX]

[DOI]