James Saunderson

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 39

Top Venues

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

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Kerry He, James Saunderson, Hamza Fawzi
A Bregman Proximal Perspective on Classical and Quantum Blahut-Arimoto Algorithms. IEEE Trans. Inf. Theory 70 (8) (2024)
Bruno F. Lourenço, Vera Roshchina, James Saunderson
Hyperbolicity cones are amenable. Math. Program. 204 (1) (2024)
Brendon McBain, Emanuele Viterbo, James Saunderson
Information Rates of the Noisy Nanopore Channel. IEEE Trans. Inf. Theory 70 (8) (2024)
Brendon McBain, James Saunderson, Emanuele Viterbo
On noisy duplication channels with Markov sources. CoRR (2024)
Kerry He, James Saunderson, Hamza Fawzi
Exploiting Structure in Quantum Relative Entropy Programs. CoRR (2024)
Chi Bach Pham, Wynita Griggs, James Saunderson
A Scalable Frank-Wolfe-Based Algorithm for the Max-Cut SDP. ICML (2023)
James Saunderson, Venkat Chandrasekaran
Terracini convexity. Math. Program. 198 (1) (2023)
Kerry He, James Saunderson, Hamza Fawzi
A Mirror Descent Perspective on Classical and Quantum Blahut-Arimoto Algorithms. CoRR (2023)
James Saunderson
A Convex Form That Is Not a Sum of Squares. Math. Oper. Res. 48 (1) (2023)
Hamza Fawzi, James Saunderson
Optimal Self-Concordant Barriers for Quantum Relative Entropies. SIAM J. Optim. 33 (4) (2023)
Brendon McBain, Emanuele Viterbo, James Saunderson
Homophonic Coding for the Noisy Nanopore Channel with Constrained Markov Sources. ISIT (2023)
Kerry He, James Saunderson, Hamza Fawzi
Efficient Computation of the Quantum Rate-Distortion Function. CoRR (2023)
Alex Tritt, Joshua Morris, Joel Hochstetter, R. P. Anderson, James Saunderson, L. D. Turner
Spinsim: A GPU optimized python package for simulating spin-half and spin-one quantum systems. Comput. Phys. Commun. 287 (2023)
Oisin Faust, Hamza Fawzi, James Saunderson
A Bregman Divergence View on the Difference-of-Convex Algorithm. AISTATS (2023)
Hamza Fawzi, João Gouveia, Pablo A. Parrilo, James Saunderson, Rekha R. Thomas
Lifting for Simplicity: Concise Descriptions of Convex Sets. SIAM Rev. 64 (4) (2022)
Brendon McBain, Emanuele Viterbo, James Saunderson
Finite-State Semi-Markov Channels for Nanopore Sequencing. CoRR (2022)
Bruno F. Lourenço, Vera Roshchina, James Saunderson
Amenable Cones Are Particularly Nice. SIAM J. Optim. 32 (3) (2022)
Brendon McBain, Emanuele Viterbo, James Saunderson
Finite-State Semi-Markov Channels for Nanopore Sequencing. ISIT (2022)
Nimita Shinde, Vishnu Narayanan, James Saunderson
Memory-Efficient Structured Convex Optimization via Extreme Point Sampling. SIAM J. Math. Data Sci. 3 (3) (2021)
Nimita Shinde, Vishnu Narayanan, James Saunderson
Memory-Efficient Approximation Algorithms for Max-k-Cut and Correlation Clustering. NeurIPS (2021)
James Saunderson
Limitations on the Expressive Power of Convex Cones without Long Chains of Faces. SIAM J. Optim. 30 (1) (2020)
Nate Veldt, David F. Gleich, Anthony Wirth, James Saunderson
Metric-Constrained Optimization for Graph Clustering Algorithms. SIAM J. Math. Data Sci. 1 (2) (2019)
Hamza Fawzi, James Saunderson, Pablo A. Parrilo
Semidefinite Approximations of the Matrix Logarithm. Found. Comput. Math. 19 (2) (2019)
James Saunderson
Certifying Polynomial Nonnegativity via Hyperbolic Optimization. SIAM J. Appl. Algebra Geom. 3 (4) (2019)
Nate Veldt, David F. Gleich, Anthony Wirth, James Saunderson
A Projection Method for Metric-Constrained Optimization. CoRR (2018)
Reza Eghbali, James Saunderson, Maryam Fazel
Competitive online algorithms for resource allocation over the positive semidefinite cone. Math. Program. 170 (1) (2018)
Reza Eghbali, James Saunderson, Maryam Fazel
Competitive Online Algorithms for Resource Allocation over the Positive Semidefinite Cone. CoRR (2018)
Annie Raymond, James Saunderson, Mohit Singh, Rekha R. Thomas
Symmetric sums of squares over k-subset hypercubes. Math. Program. 167 (2) (2018)
James Saunderson
A spectrahedral representation of the first derivative relaxation of the positive semidefinite cone. Optim. Lett. 12 (7) (2018)
Hamza Fawzi, James Saunderson, Pablo A. Parrilo
Equivariant Semidefinite Lifts of Regular Polygons. Math. Oper. Res. 42 (2) (2017)
Amir Ali Ahmadi, Georgina Hall, Antonis Papachristodoulou, James Saunderson, Yang Zheng
Improving efficiency and scalability of sum of squares optimization: Recent advances and limitations. CDC (2017)
Amin Jalali, James Saunderson, Maryam Fazel, Babak Hassibi
Error bounds for Bregman denoising and structured natural parameter estimation. ISIT (2017)
James Saunderson, Maryam Fazel, Babak Hassibi
Simple algorithms and guarantees for low rank matrix completion over F2. ISIT (2016)
Hamza Fawzi, James Saunderson, Pablo A. Parrilo
Sparse sums of squares on finite abelian groups and improved semidefinite lifts. Math. Program. 160 (1-2) (2016)
Kishore Jaganathan, James Saunderson, Maryam Fazel, Yonina C. Eldar, Babak Hassibi
Phaseless super-resolution using masks. ICASSP (2016)
Hamza Fawzi, James Saunderson, Pablo A. Parrilo
Equivariant Semidefinite Lifts and Sum-of-Squares Hierarchies. SIAM J. Optim. 25 (4) (2015)
James Saunderson, Pablo A. Parrilo, Alan S. Willsky
Semidefinite Descriptions of the Convex Hull of Rotation Matrices. SIAM J. Optim. 25 (3) (2015)
James Saunderson, Pablo A. Parrilo
Polynomial-sized semidefinite representations of derivative relaxations of spectrahedral cones. Math. Program. 153 (2) (2015)
Hamza Fawzi, James Saunderson, Pablo A. Parrilo
Sparse sum-of-squares certificates on finite abelian groups. CDC (2015)
Hamza Fawzi, James Saunderson, Pablo A. Parrilo
Equivariant semidefinite lifts of regular polygons. CoRR (2014)
James Saunderson, Pablo A. Parrilo, Alan S. Willsky
Semidefinite relaxations for optimization problems over rotation matrices. CDC (2014)
James Saunderson, Pablo A. Parrilo, Alan S. Willsky
Diagonal and low-rank decompositions and fitting ellipsoids to random points. CDC (2013)
Matthew J. Johnson, James Saunderson, Alan S. Willsky
Analyzing Hogwild Parallel Gaussian Gibbs Sampling. NIPS (2013)
James Saunderson, Venkat Chandrasekaran, Pablo A. Parrilo, Alan S. Willsky
Diagonal and Low-Rank Matrix Decompositions, Correlation Matrices, and Ellipsoid Fitting. SIAM J. Matrix Anal. Appl. 33 (4) (2012)
James Saunderson, Venkat Chandrasekaran, Pablo A. Parrilo, Alan S. Willsky
Tree-structured statistical modeling via convex optimization. CDC/ECC (2011)
Tom Coleman, James Saunderson, Anthony Wirth
Spectral clustering with inconsistent advice. ICML (2008)
Tom Coleman, James Saunderson, Anthony Wirth
A Local-Search 2-Approximation for 2-Correlation-Clustering. ESA (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

James Saunderson