Pedro Cisneros-Velarde

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 35

Top Topics

Discounted Reward

Function Approximation

Reinforcement Learning

Top Venues

IEEE Trans. Autom. Control.

IEEE Trans. Control. Netw. Syst.

Publications

Pedro Cisneros-Velarde
On the Principles behind Opinion Dynamics in Multi-Agent Systems of Large Language Models. CoRR (2024)
Pedro Cisneros-Velarde, Francesco Bullo
Distributed Wasserstein Barycenters via Displacement Interpolation. IEEE Trans. Control. Netw. Syst. 10 (2) (2023)
Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Misha Belkin
Restricted Strong Convexity of Deep Learning Models with Smooth Activations. ICLR (2023)
Pedro Cisneros-Velarde, Sanmi Koyejo
Finite-sample guarantees for Nash Q-learning with linear function approximation. UAI (2023)
Pedro Cisneros-Velarde, Sanmi Koyejo
Finite-sample Guarantees for Nash Q-learning with Linear Function Approximation. CoRR (2023)
Pedro Cisneros-Velarde, Boxiang Lyu, Sanmi Koyejo, Mladen Kolar
One Policy is Enough: Parallel Exploration with a Single Policy is Near-Optimal for Reward-Free Reinforcement Learning. AISTATS (2023)
Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Mikhail Belkin
Neural tangent kernel at initialization: linear width suffices. UAI (2023)
Pedro Cisneros-Velarde, Francesco Bullo
Multigroup SIS Epidemics With Simplicial and Higher Order Interactions. IEEE Trans. Control. Netw. Syst. 9 (2) (2022)
Saber Jafarpour, Pedro Cisneros-Velarde, Francesco Bullo
Weak and Semi-Contraction for Network Systems and Diffusively Coupled Oscillators. IEEE Trans. Autom. Control. 67 (3) (2022)
Amnon Attali, Pedro Cisneros-Velarde, Marco Morales, Nancy M. Amato
Discrete State-Action Abstraction via the Successor Representation. CoRR (2022)
Pedro Cisneros-Velarde, Francesco Bullo
A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows. AISTATS (2022)
Pedro Cisneros-Velarde, Boxiang Lyu, Sanmi Koyejo, Mladen Kolar
One Policy is Enough: Parallel Exploration with a Single Policy is Minimax Optimal for Reward-Free Reinforcement Learning. CoRR (2022)
Pedro Cisneros-Velarde, Saber Jafarpour, Francesco Bullo
A Contraction Analysis of Primal-Dual Dynamics in Distributed and Time-Varying Implementations. IEEE Trans. Autom. Control. 67 (7) (2022)
Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Mikhail Belkin
Restricted Strong Convexity of Deep Learning Models with Smooth Activations. CoRR (2022)
Pedro Cisneros-Velarde, Saber Jafarpour, Francesco Bullo
Contraction Theory for Dynamical Systems on Hilbert Spaces. IEEE Trans. Autom. Control. 67 (12) (2022)
Pedro Cisneros-Velarde, Kevin S. Chan, Francesco Bullo
Polarization and Fluctuations in Signed Social Networks. IEEE Trans. Autom. Control. 66 (8) (2021)
Pedro Cisneros-Velarde, Noah E. Friedkin, Anton V. Proskurnikov, Francesco Bullo
Structural Balance via Gradient Flows Over Signed Graphs. IEEE Trans. Autom. Control. 66 (7) (2021)
Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov, Saber Jafarpour
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. CDC (2021)
Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov, Saber Jafarpour
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. CoRR (2021)
Pedro Cisneros-Velarde, Francesco Bullo
A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows. CoRR (2021)
Saber Jafarpour, Pedro Cisneros-Velarde, Francesco Bullo
Weak and Semi-Contraction Theory with Application to Network Systems. CoRR (2020)
Pedro Cisneros-Velarde, Saber Jafarpour, Francesco Bullo
Contraction Theory for Dynamical Systems on Hilbert Spaces. CoRR (2020)
Pedro Cisneros-Velarde, Alexander Petersen, Sang-Yun Oh
Distributionally Robust Formulation and Model Selection for the Graphical Lasso. AISTATS (2020)
Pedro Cisneros-Velarde, Francesco Bullo
Multi-group SIS Epidemics with Simplicial and Higher-Order Interactions. CoRR (2020)
Pedro Cisneros-Velarde, Francesco Bullo
Hierarchical Network Formation Games. CoRR (2020)
Pedro Cisneros-Velarde, Francesco Bullo
Signed Network Formation Games and Clustering Balance. Dyn. Games Appl. 10 (4) (2020)
Pedro Cisneros-Velarde, Francesco Bullo
Distributed Wasserstein Barycenters via Displacement Interpolation. CoRR (2020)
Pedro Cisneros-Velarde, Saber Jafarpour, Francesco Bullo
Distributed and time-varying primal-dual dynamics via contraction analysis. CoRR (2020)
Pedro Cisneros-Velarde, Sang-Yun Oh, Alexander Petersen
Distributionally Robust Formulation and Model Selection for the Graphical Lasso. CoRR (2019)
Pedro Cisneros-Velarde, Noah E. Friedkin, Anton V. Proskurnikov, Francesco Bullo
Structural Balance via Gradient Flows over Signed Graphs. CoRR (2019)
Pedro Cisneros-Velarde, Francesco Bullo
Signed Network Formation Games and Clustering Balance. CoRR (2019)
Pedro Cisneros-Velarde, Kevin S. Chan, Francesco Bullo
Polarization and Fluctuations in Signed Social Networks. CoRR (2019)
Wenjun Mei, Pedro Cisneros-Velarde, Ge Chen, Noah E. Friedkin, Francesco Bullo
Dynamic social balance and convergent appraisals via homophily and influence mechanisms. Autom. 110 (2019)
Wenjun Mei, Pedro Cisneros-Velarde, Noah E. Friedkin, Francesco Bullo
Dynamic Social Balance and Convergent Appraisals via Homophily and Influence Mechanisms. CoRR (2017)
Pedro Cisneros-Velarde, Malena Correa, Holger Mayta, Cynthia Anticona, Monica Pajuelo, Richard Oberhelman, William Checkley, Robert H. Gilman, Dante Figueroa, Mirko Zimic, Roberto J. Lavarello, Benjamín Castañeda
Automatic pneumonia detection based on ultrasound video analysis. EMBC (2016)