Stark C. Draper

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 81

Top Venues

CoRR

ISIT

IEEE Trans. Inf. Theory

ICASSP

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Reza Rafie Borujeny, Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang
Soft-in Soft-out Decoding of Spherical Codes from Cartesian Powers of PAM Constellations. CoRR (2024)
Shahrzad Kiani, Franziska Boenisch, Stark C. Draper
Controlled Privacy Leakage Propagation Throughout Overlapping Grouped Learning. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Amirreza Asadzadeh, Anthony Ho, Frank R. Kschischang, Stark C. Draper
Exploiting Parity-Polytope Geometry in Approximate and Randomized Scheduled ADMM-LP Decoding. IEEE Trans. Commun. 72 (8) (2024)
Maxim Goukhshtein, Stark C. Draper
Polar Coded Distribution Matching for Probabilistic Shaping and Stealth Communication. ISTC (2023)
Tharindu Adikari, Haider Al-Lawati, Jason Lam, Zhenhua Hu, Stark C. Draper
Straggler Exploitation in Distributed Computing Systems with Task Grouping. Allerton (2023)
Maxim Goukhshtein, Stark C. Draper, Jeebak Mitra
Rate-Energy Optimal Probabilistic Shaping Using Linear Codes. ISIT (2022)
Nafiseh Ghoroghchian, Anguluri Rajasekhar, Gautam Dasarathy, Stark C. Draper
Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version). CoRR (2022)
Shahrzad Kiani, Stark C. Draper
Successive Approximation Coding for Distributed Matrix Multiplication. CoRR (2022)
Amirreza Asadzadeh, Masoud Barakatain, Jeebak Mitra, Frank R. Kschischang, Stark C. Draper
Randomized Scheduling of ADMM-LP Decoding Based on Geometric Priors. ITW (2022)
Amirreza Asadzadeh, Masoud Barakatain, Stark C. Draper, Jeebak Mitra
SAPA: Sparse Affine Projection Algorithm in ADMM-LP Decoding of LDPC Codes. CWIT (2022)
Tharindu Adikari, Stark C. Draper
Two-terminal source coding with common sum reconstruction. ISIT (2022)
Shahrzad Kiani, Stark C. Draper
Successive Approximation for Coded Matrix Multiplication. ISIT (2022)
Haider Al-Lawati, Stark C. Draper
Staleness Analysis in Asynchronous Optimization. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Shahrzad Kiani, Tharindu Adikari, Stark C. Draper
Hierarchical coded elastic computing. CoRR (2022)
Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang
Information Density in Multi-Layer Resistive Memories. CoRR (2022)
Haider Al-Lawati, Stark C. Draper
Gradient Staleness in Asynchronous Optimization Under Random Communication Delays. ICASSP (2022)
Shahrzad Kiani, Stark C. Draper
Successive Approximation Coding for Distributed Matrix Multiplication. IEEE J. Sel. Areas Inf. Theory 3 (2) (2022)
Maxim Goukhshtein, Stark C. Draper, Jeebak Mitra
Probabilistic Shaping Using a Block-Based Bit-Level Distribution Matcher. CWIT (2022)
Tharindu Adikari, Stark C. Draper
Two-terminal source coding with common sum reconstruction. CoRR (2022)
Shahrzad Kiani, Tharindu Adikari, Stark C. Draper
Hierarchical Coded Elastic Computing. ICASSP (2021)
Haider Al-Lawati, Tharindu Adikari, Stark C. Draper
Asynchronous Delayed Optimization With Time-Varying Minibatches. IEEE J. Sel. Areas Inf. Theory 2 (2) (2021)
Nafiseh Ghoroghchian, Gautam Dasarathy, Stark C. Draper
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model. CoRR (2021)
Tharindu B. Adikari, Stark C. Draper
Compressing gradients by exploiting temporal correlation in momentum-SGD. CoRR (2021)
Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang
Information Density in Multi-Layer Resistive Memories. IEEE Trans. Inf. Theory 67 (3) (2021)
Sankalp Gilda, Stark C. Draper, Sebastien Fabbro, William Mahoney, Simon Prunet, Kanoa Withington, Matthew Wilson, Yuan-Sen Ting, Andrew Sheinis
Uncertainty-Aware Learning for Improvements in Image Quality of the Canada-France-Hawaii Telescope. CoRR (2021)
Pulkit Grover, Viveck R. Cadambe, Sennur Ulukus, Stark C. Draper, Salman Avestimehr, Osvaldo Simeone
Guest Editorial for Special Issue on Coded Computing. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Tharindu B. Adikari, Stark C. Draper
Compressing Gradients by Exploiting Temporal Correlation in Momentum-SGD. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Tharindu Adikari, Stark C. Draper
Exploitation of temporal structure in momentum-SGD for gradient compression. ISTC (2021)
Tharindu Adikari, Stark C. Draper
Decentralized optimization with non-identical sampling in presence of stragglers. CoRR (2021)
Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper
Hierarchical Coded Matrix Multiplication. IEEE Trans. Inf. Theory 67 (2) (2021)
Haider Al-Lawati, Stark C. Draper
Anytime Minibatch With Delayed Gradients. IEEE Trans. Signal Inf. Process. over Networks 7 (2021)
Nafiseh Ghoroghchian, Gautam Dasarathy, Stark C. Draper
Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model. AISTATS (2021)
Nuwan S. Ferdinand, Haider Al-Lawati, Stark C. Draper, Matthew S. Nokleby
Anytime MiniBatch: Exploiting Stragglers in Online Distributed Optimization. CoRR (2020)
Nafiseh Ghoroghchian, David M. Groppe, Roman Genov, Taufik A. Valiante, Stark C. Draper
Node-Centric Graph Learning from Data for Brain State Identification. CoRR (2020)
Maxim Goukhshtein, Petros T. Boufounos, Toshiaki Koike-Akino, Stark C. Draper
Distributed Coding of Quantized Random Projections. CoRR (2020)
Tharindu Adikari, Stark C. Draper
Decentralized Optimization with Non-Identical Sampling in Presence of Stragglers. ICASSP (2020)
Haoyuan Wei, Xishuo Liu, Stark C. Draper
Corrections to "The ADMM Penalized Decoder for LDPC Codes". IEEE Trans. Inf. Theory 66 (12) (2020)
Haider Al-Lawati, Stark C. Draper
Gradient Delay Analysis in Asynchronous Distributed Optimization. ICASSP (2020)
Haider Al-Lawati, Stark C. Draper
Anytime Minibatch with Delayed Gradients. CoRR (2020)
Nafiseh Ghoroghchian, David M. Groppe, Roman Genov, Taufik A. Valiante, Stark C. Draper
Node-Centric Graph Learning From Data for Brain State Identification. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Maxim Goukhshtein, Petros T. Boufounos, Toshiaki Koike-Akino, Stark C. Draper
Distributed Coding of Quantized Random Projections. IEEE Trans. Signal Process. 68 (2020)
Nafiseh Ghoroghchian, Stark C. Draper, Roman Genov
A Hierarchical Graph Signal Processing Approach to Inference from Spatiotemporal Signals. CoRR (2020)
Haider Al-Lawati, Stark C. Draper
Anytime Minibatch with Delayed Gradients: System Performance and Convergence Analysis. ICASSP (2020)
Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper
Hierarchical Coded Matrix Multiplication. CoRR (2019)
Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper
Hierarchical Coded Matrix Multiplication. CoRR (2019)
Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper
Hierarchical coded matrix multiplication. CWIT (2019)
Susanna E. Rumsey, Stark C. Draper, Frank R. Kschischang
Information Storage in Multilayer Resistive Memories. CWIT (2019)
Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper
Cuboid Partitioning for Hierarchical Coded Matrix Multiplication. CoRR (2019)
Nuwan S. Ferdinand, Haider Al-Lawati, Stark C. Draper, Matthew S. Nokleby
Anytime Minibatch: Exploiting Stragglers in Online Distributed Optimization. ICLR (Poster) (2019)
Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak
Hardware-Based Linear Program Decoding With the Alternating Direction Method of Multipliers. IEEE Trans. Signal Process. 67 (19) (2019)
Haider Al-Lawati, Nuwan S. Ferdinand, Stark C. Draper
Anytime Minibatch with Stale Gradients : (Invited Paper). CISS (2019)
Tharindu Adikari, Stark C. Draper
Efficient learning of neighbor representations for boundary trees and forests. CISS (2019)
Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper
Exploitation of Stragglers in Coded Computation. ISIT (2018)
Nuwan S. Ferdinand, Stark C. Draper
Hierarchical Coded Computation. ISIT (2018)
Tharindu Adikari, Stark C. Draper
Efficient learning of neighbor representations for boundary trees and forests. CoRR (2018)
Nuwan S. Ferdinand, Stark C. Draper
Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers. CoRR (2018)
Nuwan S. Ferdinand, Stark C. Draper
Hierarchical Coded Computation. CoRR (2018)
Miguel R. D. Rodrigues, Helmut Bölcskei, Stark C. Draper, Yonina C. Eldar, Vincent Yan Fu Tan
Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing. IEEE J. Sel. Top. Signal Process. 12 (5) (2018)
Shahrzad Kiani, Nuwan S. Ferdinand, Stark C. Draper
Exploitation of Stragglers in Coded Computation. CoRR (2018)
Nuwan S. Ferdinand, Stark C. Draper
Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers. Allerton (2018)
Jing Yang, Stark C. Draper, Robert D. Nowak
Learning the Interference Graph of a Wireless Network. IEEE Trans. Signal Inf. Process. over Networks 3 (3) (2017)
Nuwan S. Ferdinand, Benjamin Gharachorloo, Stark C. Draper
Anytime Exploitation of Stragglers in Synchronous Stochastic Gradient Descent. ICMLA (2017)
Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak
Hardware-based linear programming decoding via the alternating direction method of multipliers. ICASSP (2017)
Maxim Goukhshtein, Petros T. Boufounos, Toshiaki Koike-Akino, Stark C. Draper
Distributed coding of multispectral images. ISIT (2017)
Congzhe Cao, Toshiaki Koike-Akino, Ye Wang, Stark C. Draper
Irregular Polar Coding for Massive MIMO Channels. GLOBECOM (2017)
Haider Al-Lawati, Nuwan S. Ferdinand, Stark C. Draper
Coded caching with non-identical user demands. CWIT (2017)
Toshiaki Koike-Akino, Ye Wang, Stark C. Draper, Kenya Sugihara, Wataru Matsumoto, David S. Millar, Kieran Parsons, Keisuke Kojima
Bit-interleaved polar-coded modulation for low-latency short-block transmission. OFC (2017)
Yanpei Liu, Guilherme Cox, Qingyuan Deng, Stark C. Draper, Ricardo Bianchini
Fast Power and Energy Management for Future Many-Core Systems. ACM Trans. Model. Perform. Evaluation Comput. Syst. 2 (3) (2017)
Pao-Sheng Chouy, Nuwan S. Ferdinand, Ihab Amerz, Stark C. Draper
Hardware-aware motion estimation via low-resolution motion hints. CWIT (2017)
Toshiaki Koike-Akino, Ye Wang, Stark C. Draper, Kenya Sugihara, Wataru Matsumoto
Bit-interleaved polar-coded OFDM for low-latency M2M wireless communications. ICC (2017)
Toshiaki Koike-Akino, Congzhe Cao, Ye Wang, Stark C. Draper, David S. Millar, Kieran Parsons, Keisuke Kojima, Milutin Pajovic, Lídia Galdino, Daniel J. Elson, Domaniç Lavery, Polina Bayvel
Irregular Polar Coding for Multi-Level Modulation in Complexity-Constrained Lightwave Systems. ECOC (2017)
Mitchell Wasson, Stark C. Draper
Hardware Based Projection onto The Parity Polytope and Probability Simplex. CoRR (2016)
Xishuo Liu, Stark C. Draper
The ADMM Penalized Decoder for LDPC Codes. IEEE Trans. Inf. Theory 62 (6) (2016)
Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak
Hardware-Based ADMM-LP Decoding. CoRR (2016)
Mitchell Wasson, Mario Milicevic, Stark C. Draper, P. Glenn Gulak
Hardware-Based Linear Program Decoding with the Alternating Direction Method of Multipliers. CoRR (2016)
Xishuo Liu, Stark C. Draper
LP-Decodable Multipermutation Codes. IEEE Trans. Inf. Theory 62 (4) (2016)
Xishuo Liu, Stark C. Draper
. IEEE Trans. Inf. Theory 62 (6) (2016)
Yanpei Liu, Guilherme Cox, Qingyuan Deng, Stark C. Draper, Ricardo Bianchini
FastCap: An efficient and fair algorithm for power capping in many-core systems. ISPASS (2016)
Patrick Eschenfeldt, Dan Schmidt, Stark C. Draper, Jonathan S. Yedidia
Proactive Message Passing on Memory Factor Networks. CoRR (2016)
Yanpei Liu, Guilherme Cox, Qingyuan Deng, Stark C. Draper, Ricardo Bianchini
FastCap: An Efficient and Fair Algorithm for Power Capping in Many-Core Systems. CoRR (2016)
Nuwan S. Ferdinand, Stark C. Draper
Anytime coding for distributed computation. Allerton (2016)
Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper
Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs. IEEE Trans. Inf. Theory 61 (10) (2015)
Xishuo Liu, Stark C. Draper
ADMM decoding of error correction codes: From geometries to algorithms. ITW (2015)
Xishuo Liu, Stark C. Draper
LP-decodable multipermutation codes. CoRR (2015)
Mitchell Wasson, Stark C. Draper
Hardware based projection onto the parity polytope and probability simplex. ACSSC (2015)
Tzu-Han Chou, Vincent Y. F. Tan, Stark C. Draper
The Sender-Excited Secret Key Agreement Model: Capacity, Reliability, and Secrecy Exponents. IEEE Trans. Inf. Theory 61 (1) (2015)
Xishuo Liu, Stark C. Draper
ADMM decoding on trapping sets. ISIT (2015)
Xishuo Liu, Stark C. Draper
Encoding and decoding algorithms for LP-decodable multipermutation codes. ITW (2015)
Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper
Second-order coding rate for m-class source-channel codes. Allerton (2015)
Hao Feng, Andreas F. Molisch, Stark C. Draper
Linearization-based cross-layer design for throughput maximization in OFDMA wireless ad-hoc networks. ICC (2015)
Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper
Unequal Message Protection: Asymptotic and Non-Asymptotic Tradeoffs. CoRR (2014)
Adina Goldberg, Stark C. Draper
The privacy/security tradeoff across jointly designed linear authentication systems. Allerton (2014)
Xishuo Liu, Stark C. Draper
LP-decodable multipermutation codes. CoRR (2014)
Yanpei Liu, Stark C. Draper, Nam Sung Kim
SleepScale: Runtime joint speed scaling and sleep states management for power efficient data centers. ISCA (2014)
Ashish Khisti, Stark C. Draper
The Streaming-DMT of Fading Channels. IEEE Trans. Inf. Theory 60 (11) (2014)
Xishuo Liu, Stark C. Draper
ADMM LP decoding of non-binary LDPC codes in $\mathbb{F}_{2^m}$. CoRR (2014)
Yanina Y. Shkel, Vincent Y. F. Tan, Stark C. Draper
Achievability bounds for unequal message protection at finite block lengths. ISIT (2014)
Yanina Shkel, Vincent Y. F. Tan, Stark C. Draper
On mismatched unequal message protection for finite block length joint source-channel coding. ISIT (2014)
Xishuo Liu, Stark C. Draper
LP-decodable multipermutation codes. Allerton (2014)
Xishuo Liu, Stark C. Draper
Instanton search algorithm for the ADMM penalized decoder. ISIT (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stark C. Draper