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ORCIDPedro Cisneros-Velarde
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2020 – today
- 2024
[i20]Pedro Cisneros-Velarde:
On the Principles behind Opinion Dynamics in Multi-Agent Systems of Large Language Models. CoRR abs/2406.15492 (2024)- [i19]Pedro Cisneros-Velarde, Zhijie Chen, Sanmi Koyejo, Arindam Banerjee:
Optimization and Generalization Guarantees for Weight Normalization. CoRR abs/2409.08935 (2024) - [i18]Pedro Cisneros-Velarde:
Large Language Models can Achieve Social Balance. CoRR abs/2410.04054 (2024) - 2023
- [j9]Pedro Cisneros-Velarde
, Francesco Bullo:
Distributed Wasserstein Barycenters via Displacement Interpolation. IEEE Trans. Control. Netw. Syst. 10(2): 785-795 (2023) - [c8]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: 1965-2001 - [c7]Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Misha Belkin:
Restricted Strong Convexity of Deep Learning Models with Smooth Activations. ICLR 2023 - [c6]Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Mikhail Belkin:
Neural tangent kernel at initialization: linear width suffices. UAI 2023: 110-118 - [c5]Pedro Cisneros-Velarde, Sanmi Koyejo:
Finite-sample guarantees for Nash Q-learning with linear function approximation. UAI 2023: 424-432 - [i17]Pedro Cisneros-Velarde, Sanmi Koyejo:
Finite-sample Guarantees for Nash Q-learning with Linear Function Approximation. CoRR abs/2303.00177 (2023) - 2022
- [j8]Saber Jafarpour, Pedro Cisneros-Velarde, Francesco Bullo:
Weak and Semi-Contraction for Network Systems and Diffusively Coupled Oscillators. IEEE Trans. Autom. Control. 67(3): 1285-1300 (2022) - [j7]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): 3560-3566 (2022) - [j6]Pedro Cisneros-Velarde, Saber Jafarpour, Francesco Bullo:
Contraction Theory for Dynamical Systems on Hilbert Spaces. IEEE Trans. Autom. Control. 67(12): 6710-6715 (2022) - [j5]Pedro Cisneros-Velarde, Francesco Bullo:
Multigroup SIS Epidemics With Simplicial and Higher Order Interactions. IEEE Trans. Control. Netw. Syst. 9(2): 695-705 (2022) - [c4]Pedro Cisneros-Velarde, Francesco Bullo:
A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows. AISTATS 2022: 1321-1335 - [i16]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 abs/2205.15891 (2022) - [i15]Amnon Attali, Pedro Cisneros-Velarde, Marco Morales, Nancy M. Amato:
Discrete State-Action Abstraction via the Successor Representation. CoRR abs/2206.03467 (2022) - [i14]Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Mikhail Belkin:
Restricted Strong Convexity of Deep Learning Models with Smooth Activations. CoRR abs/2209.15106 (2022) - 2021
- [j4]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): 3169-3183 (2021) - [j3]Pedro Cisneros-Velarde, Kevin S. Chan, Francesco Bullo:
Polarization and Fluctuations in Signed Social Networks. IEEE Trans. Autom. Control. 66(8): 3789-3793 (2021) - [c3]Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov, Saber Jafarpour:
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. CDC 2021: 2923-2928 - [i13]Pedro Cisneros-Velarde, Francesco Bullo:
A Contraction Theory Approach to Optimization Algorithms from Acceleration Flows. CoRR abs/2105.08832 (2021) - [i12]Francesco Bullo, Pedro Cisneros-Velarde, Alexander Davydov, Saber Jafarpour:
From Contraction Theory to Fixed Point Algorithms on Riemannian and Non-Euclidean Spaces. CoRR abs/2110.03623 (2021) - 2020
- [j2]Pedro Cisneros-Velarde, Francesco Bullo:
Signed Network Formation Games and Clustering Balance. Dyn. Games Appl. 10(4): 783-797 (2020) - [c2]Pedro Cisneros-Velarde, Alexander Petersen, Sang-Yun Oh:
Distributionally Robust Formulation and Model Selection for the Graphical Lasso. AISTATS 2020: 756-765 - [i11]Pedro Cisneros-Velarde, Francesco Bullo:
Hierarchical Network Formation Games. CoRR abs/2001.04644 (2020) - [i10]Pedro Cisneros-Velarde, Saber Jafarpour, Francesco Bullo:
Distributed and time-varying primal-dual dynamics via contraction analysis. CoRR abs/2003.12665 (2020) - [i9]Saber Jafarpour, Pedro Cisneros-Velarde, Francesco Bullo:
Weak and Semi-Contraction Theory with Application to Network Systems. CoRR abs/2005.09774 (2020) - [i8]Pedro Cisneros-Velarde, Francesco Bullo:
Multi-group SIS Epidemics with Simplicial and Higher-Order Interactions. CoRR abs/2005.11404 (2020) - [i7]Pedro Cisneros-Velarde, Saber Jafarpour, Francesco Bullo:
Contraction Theory for Dynamical Systems on Hilbert Spaces. CoRR abs/2010.01219 (2020) - [i6]Pedro Cisneros-Velarde, Francesco Bullo:
Distributed Wasserstein Barycenters via Displacement Interpolation. CoRR abs/2012.08610 (2020)
2010 – 2019
- 2019
- [j1]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) - [i5]Pedro Cisneros-Velarde, Kevin S. Chan, Francesco Bullo:
Polarization and Fluctuations in Signed Social Networks. CoRR abs/1902.00658 (2019) - [i4]Pedro Cisneros-Velarde, Francesco Bullo:
Signed Network Formation Games and Clustering Balance. CoRR abs/1904.02902 (2019) - [i3]Pedro Cisneros-Velarde, Sang-Yun Oh, Alexander Petersen:
Distributionally Robust Formulation and Model Selection for the Graphical Lasso. CoRR abs/1905.08975 (2019) - [i2]Pedro Cisneros-Velarde, Noah E. Friedkin, Anton V. Proskurnikov, Francesco Bullo:
Structural Balance via Gradient Flows over Signed Graphs. CoRR abs/1909.11281 (2019) - 2017
- [i1]Wenjun Mei, Pedro Cisneros-Velarde, Noah E. Friedkin, Francesco Bullo:
Dynamic Social Balance and Convergent Appraisals via Homophily and Influence Mechanisms. CoRR abs/1710.09498 (2017) - 2016
- [c1]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: 4117-4120
Coauthor Index
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