Affinity Workshop
LatinX in AI (LXAI) Research at ICML 2021
Maria Luisa Santiago · Miguel Alonso Jr · Laura Montoya · William Berrios · Fiorela Manco Fernández · Diana Diaz · Vinicius Caridá · LOURDES RAMIREZ CERNA · Pedro Braga · Gabriel Ramos · Leonel Rozo · Walter Mayor · Vanessa Gilede · Dennis Núñez-Fernández · Erick Mendez Guzman · Paola Cascante-Bonilla
Abstract:
Launched in January 2018, leaders from academia and industry in Artificial Intelligence, Education, Research, Engineering, and Social Impact banded together to create a group that would be focused on “Creating Opportunity for LatinX in AI.”
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Schedule
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Mon 8:00 a.m. - 8:15 a.m.
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Opening Remarks
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Remark
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SlidesLive Video |
Miguel Alonso Jr 🔗 |
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Mon 8:15 a.m. - 8:45 a.m.
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Marynel Vázquez
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Talk
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SlidesLive Video |
Marynel Vázquez 🔗 |
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Mon 8:45 a.m. - 8:55 a.m.
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Marynel Vázquez Q&A
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Q&A
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Marynel Vázquez 🔗 |
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Mon 8:55 a.m. - 9:25 a.m.
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Spotlights 1
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Spotlight
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🔗 |
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Mon 8:55 a.m. - 9:00 a.m.
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Computation of Discrete Flows Over Networks via Constrained Wasserstein Barycenters
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Poster
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SlidesLive Video |
Ferran Arque · Cesar Uribe 🔗 |
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Mon 9:00 a.m. - 9:05 a.m.
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Sparse Data Generation for Particle-Based Simulation of Hadronic Jets in the LHC
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Poster
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SlidesLive Video |
Breno Orzari · Thiago Tomei · Maurizio Pierini · Mary Touranakou · Javier Duarte · Raghav Kansal · Dimitrios Gunopulos · jean-roch vlimant 🔗 |
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Mon 9:05 a.m. - 9:10 a.m.
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Image Inpainting Applied to Art: Completing Escher’s Print Gallery
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Poster
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SlidesLive Video |
Lucia Cipolina Kun 🔗 |
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Mon 9:10 a.m. - 9:15 a.m.
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Anticipating faults by predicting non-linearity of environment variables with neural networks: a case study in semiconductor manufacturing
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Poster
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SlidesLive Video |
Mateus Melchiades · Gabriel Ramos · Lincoln Schreiber 🔗 |
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Mon 9:15 a.m. - 9:20 a.m.
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OCDE: Odds Conditional Density Estimator
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Poster
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SlidesLive Video |
Alex Aki Okuno · Felipe Polo 🔗 |
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Mon 9:20 a.m. - 9:25 a.m.
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Deep Neural Network Uncertainty Estimation with Stochastic Inputs for Robust Aerial Navigation Policies
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Poster
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SlidesLive Video |
Fabio Arnez Yagualca · Huascar Espinoza · François Terrier 🔗 |
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Mon 9:25 a.m. - 9:35 a.m.
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Spotlights 1 Q&A
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Q&A
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SlidesLive Video |
Leonel Rozo 🔗 |
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Mon 9:35 a.m. - 9:45 a.m.
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Break
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🔗 |
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Mon 9:45 a.m. - 10:15 a.m.
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Celia Cintas
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Talk
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SlidesLive Video |
Celia Cintas 🔗 |
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Mon 10:15 a.m. - 10:25 a.m.
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Celia Cintas Q&A
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Q&A
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Celia Cintas 🔗 |
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Mon 10:25 a.m. - 10:55 a.m.
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Spotlights 2
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Spotlights
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🔗 |
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Mon 10:25 a.m. - 10:30 a.m.
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A multiple strategy for plant species identification using images of leaf texture
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Poster
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SlidesLive Video |
Igor Luidji Turra · Sérgio Francisco Silva · Douglas Cordeiro · Núbia Da Silva 🔗 |
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Mon 10:30 a.m. - 10:35 a.m.
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Ceramic Cracks Segmentation with Deep Learning
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Poster
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SlidesLive Video |
Gerivan Junior · Janderson Ferreira · Cristian Millán · Ramiro Ruiz · Alberto Junior · Bruno Fernandes 🔗 |
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Mon 10:35 a.m. - 10:40 a.m.
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Towards Explainable Deep Reinforcement Learning for Traffic Signal Control
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Poster
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SlidesLive Video |
Lincoln Schreiber · Gabriel Ramos · Ana Lucia Cetertich Bazzan 🔗 |
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Mon 10:40 a.m. - 10:45 a.m.
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Spatial Attention Adapted to a LSTM Architecture with Frame Selection for Human Action Recognition in Videos
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Poster
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SlidesLive Video |
Carlos Ismael Orozco · María Elena Buemi · Julio Jacobo Berlles 🔗 |
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Mon 10:45 a.m. - 10:50 a.m.
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Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection
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Poster
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SlidesLive Video |
Lucas N. Alegre · Ana Lucia Cetertich Bazzan · Bruno C. da Silva 🔗 |
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Mon 10:50 a.m. - 10:55 a.m.
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Generalized linear tree: a flexible algorithm for predicting continuous variables
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Poster
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SlidesLive Video |
Alberto Rodrigues Ferreira · Alex Aki Okuno 🔗 |
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Mon 10:55 a.m. - 11:05 a.m.
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Spotlight 2 Q&A
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Q&A
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SlidesLive Video |
Cesar Uribe 🔗 |
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Mon 11:05 a.m. - 12:05 p.m.
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Mentoring Session 1
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Mentoring
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Pedro Braga · Diana Diaz · Vinicius Caridá 🔗 |
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Mon 12:05 p.m. - 1:05 p.m.
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Long (lunch + sponsors) break link | 🔗 |
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Mon 1:05 p.m. - 1:35 p.m.
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Estevam R. Hruschka Jr
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Talk
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SlidesLive Video |
Estevam R. Hruschka Jr 🔗 |
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Mon 1:35 p.m. - 1:45 p.m.
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Estevam R. Hruschka Jr Q&A
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Talk
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Estevam R. Hruschka Jr 🔗 |
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Mon 1:45 p.m. - 2:15 p.m.
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Spotlights 3
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Spotlight
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🔗 |
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Mon 1:45 p.m. - 1:50 p.m.
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Mask-net: Detection of Correct Use of Masks Through Computer Vision
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Poster
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SlidesLive Video |
Alexander Kalen · Alberto Landi · Nicolas Araque · Alejandro Marcano 🔗 |
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Mon 1:50 p.m. - 1:55 p.m.
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Community pooling: LDA topic modeling in Twitter
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Poster
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SlidesLive Video |
Federico Albanese 🔗 |
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Mon 1:55 p.m. - 2:00 p.m.
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Effects of personality traits in predicting grade retention of Brazilian students
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Poster
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SlidesLive Video |
Lucka G Gianvechio · Carmen Toledo · Jonathan Ferreira · Felipe Polo · Renato Vicente 🔗 |
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Mon 2:00 p.m. - 2:05 p.m.
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Aspect-based Sentiment Analysis using BERT with Disentangled Attention
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Poster
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SlidesLive Video |
Ricardo Marcacini 🔗 |
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Mon 2:05 p.m. - 2:10 p.m.
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Convolutional Neural Networks Evaluation for COVID-19 Classification on Chest Radiographs
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Poster
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SlidesLive Video |
Felipe Zeiser · Cristiano André da Costa · Gabriel Ramos 🔗 |
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Mon 2:10 p.m. - 2:15 p.m.
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Vehicle-counting with automatic Region-of-Interest and Driving-Trajectory detection
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Poster
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SlidesLive Video |
Malolan Vasu · Christian Lopez 🔗 |
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Mon 2:15 p.m. - 2:25 p.m.
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Spotlights 3 Q&A
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Q&A
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SlidesLive Video |
Juan Banda 🔗 |
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Mon 2:25 p.m. - 2:35 p.m.
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Break
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🔗 |
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Mon 2:35 p.m. - 3:05 p.m.
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Prof. Ana L.C. Bazzan
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Talk
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SlidesLive Video |
Ana Lucia Cetertich Bazzan 🔗 |
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Mon 3:05 p.m. - 3:15 p.m.
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Prof. Ana L.C. Bazzan Q&A
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Q&A
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Ana Lucia Cetertich Bazzan 🔗 |
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Mon 3:15 p.m. - 3:45 p.m.
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Spotlights 4
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Spotlights
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🔗 |
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Mon 3:15 p.m. - 3:20 p.m.
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A Tree-Adaptation Mechanism for Covariate and Concept Drift
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Poster
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SlidesLive Video |
Leno da Silva · Renato Vicente 🔗 |
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Mon 3:20 p.m. - 3:25 p.m.
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GAN-based Data Mapping for Model Adaptation
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Poster
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SlidesLive Video |
Leno da Silva · Ruben Glatt · Renato Vicente 🔗 |
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Mon 3:25 p.m. - 3:30 p.m.
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Population Dynamics for Discrete Wasserstein Gradient Flows over Networks
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Poster
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SlidesLive Video |
Gilberto Díaz-García · Cesar Uribe · Nicanor Quijano 🔗 |
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Mon 3:30 p.m. - 3:35 p.m.
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Model Reference Adaptive Control for Online Policy Adaptation and Network Synchronization
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Poster
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SlidesLive Video |
Miguel F. Arevalo-Castiblanco · Cesar Uribe · Eduardo Mojica-Nava 🔗 |
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Mon 3:35 p.m. - 3:40 p.m.
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Computation-Aware Distributed Optimization over Networks: A Hybrid Dynamical Systems Approach
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Poster
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SlidesLive Video |
Daniel Ochoa · Jorge Poveda · Cesar Uribe 🔗 |
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Mon 3:40 p.m. - 3:45 p.m.
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Long Short-Term Memory with Slower Information Decay
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Poster
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SlidesLive Video |
Hsiang-Yun Chien · Javier Turek · Nicole Beckage · Vy Vo · Christopher Honey · Theodore Willke 🔗 |
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Mon 3:45 p.m. - 3:55 p.m.
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Spotlights 4 Q&A
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Q&A
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SlidesLive Video |
Gabriel Ramos 🔗 |
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Mon 3:55 p.m. - 4:55 p.m.
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Mentoring II
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Mentoring
)
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SlidesLive Video |
Pedro Braga · Diana Diaz · Vinicius Caridá · LOURDES RAMIREZ CERNA · Paola Cascante-Bonilla 🔗 |
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Mon 4:55 p.m. - 5:00 p.m.
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Closing Remarks
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Remarks
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Gabriel Ramos 🔗 |
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Mon 5:00 p.m. -
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Social Gathering ( Social Gathering ) > link | 🔗 |