Pedro Soto , Jun Li, and Xiaodi Fan. Dual Entangled Polynomial Code: Three-Dimensional Coding for Distributed Matrix Multiplication . In Proceedings of the 36th International Conference on Machine Learning (IMCL), volume 97 of Proceedings of Machine Learning Research, pages 5937–5945, Long Beach, California, Jun 2019
Pedro Soto and Jun Li. Straggler-free coding for concurrent matrix multiplications . In 2020 IEEE International Symposium on Information Theory (ISIT), pages 233–238, 2020
Xiaodi Fan, Pedro Soto , and Jun Li. Leveraging Stragglers in Coded Computing with Heterogeneous Servers . In International Symposium on Quality of Service (IWQoS), Los Angeles, California, 2020
Xiaodi Fan, Angel Saldivia, Pedro Soto , and Jun Li. Coded Matrix Chain Multiplication . In 2021 IEEE/ACM29th International Symposium on Quality of Service (IWQOS), pages 1–6, 2021
Pedro Soto , Xiaodi Fan, Angel Saldivia, and Jun Li. Rook Coding for Batch Matrix Multiplication . In IEEE Transactions on Communications (TCOM), 2022
Pedro Soto , Ilia Ilmer, Haibin Guan, Jun Li. Lightweight Projective Derivative Codes for Compressed Asynchronous Gradient Descent . In Proceedings of the 39th International Conference on Machine Learning, volume 162 of Proceedings of Machine Learning Research, pages 20444–20458. PMLR, 17–23 Jul 2022
Felisa Vazquez-Abad, Oliver Shetler, and Pedro Soto , Quantile Formulation for Optimization under a Qualitative Risk Constraint . In IEEE Conference on Decision and Control, 2022
Xiaodi Fan, Pedro Soto , Yuchun Zou, Xian Su, Jun Li, Sequence-Aware Coding for Leveraging Stragglers in Coded Matrix Multiplication, In IEEE International Conference on Communications (ICC), 2023, Accepted
Josuan Calderon, Sruthi Narayanan, Farid Salazar, and Pedro Soto . A Graduate Perspective of Physics Courses . CRC Press, 2022 Awaiting Publication
Pedro Soto , Haibin Guan, Jun Li. Locally Random P-adic Alloy Codes with Channel Coding Theorems for Distributed Coded Tensors . In Arxiv, Feb 2022
Mariya Bessonov, Ilia Ilmer, Tatiana Konstantinova, Alexey Ovchinnikov, Gleb Pogudin, Pedro Soto . Obtaining weights for Gröbner basis computation in parameter identifiability problems . In Arxiv, Feb 2022
Ilia Ilmer, Alexey Ovchinnikov, Gleb Pogudin, Pedro Soto . More Efficient Identifiability Verification in ODE Models by Reducing Non-Identifiability . In Arxiv, Apr 2022