Pedro Soto

According to our database, Pedro Soto authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Algebraic Geometric Rook Codes for Coded Distributed Computing.

Gretchen L. Matthews, Pedro Soto

CoRR, 2024

Algebraic identifiability of partial differential equation models.

Helen M. Byrne, Heather A. Harrington, Alexey Ovchinnikov, Gleb Pogudin, Hamid Rahkooy, Pedro Soto

CoRR, 2024

Near-Optimal Fault Tolerance for Efficient Batch Matrix Multiplication via an Additive Combinatorics Lens.

Keren Censor-Hillel, Yuka Machino, Pedro Soto

Proceedings of the Structural Information and Communication Complexity, 2024

Faster Groebner bases for Lie derivatives of ODE systems via monomial orderings.

Mariya Bessonov, Ilia Ilmer, Tatiana Konstantinova, Alexey Ovchinnikov, Gleb Pogudin, Pedro Soto

Proceedings of the 2024 International Symposium on Symbolic and Algebraic Computation, 2024

2023

Symbolic-Numeric Parameter Estimation Software Package in Julia.

Soo Go, Hoon Hong, Ilia Ilmer, Alexey Ovchinnikov, Pedro Soto, Chee Yap

CoRR, 2023

Sequence-Aware Coding for Leveraging Stragglers in Coded Matrix Multiplication.

Xiaodi Fan, Pedro Soto, Yuchun Zou, Xian Su, Jun Li

Proceedings of the IEEE International Conference on Communications, 2023

Root-Squaring for Root-Finding.

Soo Go, Victor Y. Pan, Pedro Soto

Proceedings of the Computer Algebra in Scientific Computing - 25th International Workshop, 2023

2022

Coded Distributed Function Computation.

Pedro Soto

PhD thesis, 2022

Rook Coding for Batch Matrix Multiplication.

Pedro Soto, Xiaodi Fan, Angel Saldivia, Jun Li

IEEE Trans. Commun., 2022

More Efficient Identifiability Verification in ODE Models by Reducing Non-Identifiability.

Ilia Ilmer, Alexey Ovchinnikov, Gleb Pogudin, Pedro Soto

CoRR, 2022

Obtaining weights for Gröbner basis computation in parameter identifiability problems.

Mariya Bessonov, Ilia Ilmer, Tatiana Konstantinova, Alexey Ovchinnikov, Gleb Pogudin, Pedro Soto

CoRR, 2022

Locally Random P-adic Alloy Codes with Channel Coding Theorems for Distributed Coded Tensors.

Pedro Soto, Haibin Guan, Jun Li

CoRR, 2022

Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent.

Pedro Soto, Ilia Ilmer, Haibin Guan, Jun Li

Proceedings of the International Conference on Machine Learning, 2022

Quantile Formulation for Optimization Under a Qualitative Risk Constraint.

Felisa J. Vázquez-Abad, Oliver Shetler, Pedro Soto

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Coded Matrix Chain Multiplication.

Xiaodi Fan, Angel Saldivia, Pedro Soto, Jun Li

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

2020

Leveraging Stragglers in Coded Computing with Heterogeneous Servers.

Xiaodi Fan, Pedro Soto, Xiaomei Zhong, Dan Xi, Yan Wang, Jun Li

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Straggler-free Coding for Concurrent Matrix Multiplications.

Pedro Soto, Jun Li

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Dual Entangled Polynomial Code: Three-Dimensional Coding for Distributed Matrix Multiplication.

Pedro Soto, Jun Li, Xiaodi Fan

Proceedings of the 36th International Conference on Machine Learning, 2019