Speakers

Thiago Serra

Bucknell University

Lossless Compression of Deep Neural Networks

Camilo Thorne

Elsevier

Word Embeddings for Chemical Patent Natural Language Processing

Lisette Espín Noboa

University of Koblenz-Landau and GESIS

Quantifying Biases in Attribute Inference on Social Networks

Gabriel de Souza P. Moreira

NVIDIA

Hybrid Session-based News Recommendation using Recurrent Neural Networks

Daniel Ruiz Pérez

Florida International University

Application of Bayesian Techniques to Multi-omic Longitudinal Data

Heitor Rapela Medeiros

Universidade Federal de Pernambuco

Deep Clustering Self-Organizing Maps with Relevance Learning

Daniel Saromo Mori

Pontifical Catholic University of Peru

Smart Sensor Calibration with Auto-Rotating Perceptrons

Gilberto Ochoa Ruiz

Tecnológico de Monterrey

A system for crowd counting in highly congested scenes geared towards smart transportation system

Sergio Garrido

Technical University of Denmark

A Bayesian time series model of Coca leaf production in Colombia

Andres Muñoz Medina

Google Research

Duff A Dataset-Based Utility Function Family for the Exponential Mechanism

Accepted Papers

Paper ID

Paper Title

Author Names

35


Deep Clustering Self-Organizing Maps with Relevance Learning
Deep Learning oral
Medeiros, Heitor R.; Braga, Pedro H. M.; Bassani, Hansenclever F.
4


A System for Crowd Counting in Highly Congested Scenes Geared Towards Smart Transportation System
Deep Learning oral
Ochoa-Ruiz, Gilberto
39


Quantifying Biases in Attribute Inference on Social Networks
Machine Learning oral
Espín Noboa, Lisette E.; Karimi, Fariba; Ribeiro, Bruno; Lerman, Kristina; Wagner, Claudia
30


Word Embeddings for Chemical Patent Natural Language Processing
Applications oral
Thorne, Camilo
19


Smart Sensor Calibration with Auto-Rotating Perceptrons
Applications oral
Saromo Mori, Daniel A.; Bravo, Leonardo; Villota Cerna, Elizabeth
10


A Bayesian Time Series Model of Coca Leaf Production in Colombia
Applications oral
Garrido Mejia, Sergio H.; Isaza, Emiliano
24


Duff : A Dataset-Based Utility Function Family for the Exponential Mechanism
main topic oral
Muñoz, Andres; Gillenwater, Jennifer
38


Lossless Compression of Deep Neural Networks
Deep Learning oral
Serra, Thiago; Kumar, Abhinav; Ramalingam, Srikumar
2


Application of Bayesian Techniques to Multi-omic Longitudinal Data
Machine Learning oral
Ruiz-Perez, Daniel; Lugo-Martinez, Jose; Bar-Joseph, Ziv; Narasimhan, Giri
34


Hybrid Session-based News Recommendation using Recurrent Neural Networks
Applications oral
Moreira, Gabriel S. P.; Jannach, Dietmar; Cunha, Adilson
15


KutralNet: A Portable Deep Learning Model for Fire Recognition
Deep Learning poster
Ayala, Angel; Fernandes, Bruno; Cruz, Francisco; Macêdo, David; Oliveira, Adriano; Zanchettin, Cleber
26


Semantic Segmentation Through Graph Neural Network Blocks
Deep Learning poster
Saire Pilco, Darwin D.; Tabbone, Salvatore-Antoine
40


When Do Ranking Algorithms Reinforce, Replicate, or Weaken Inequalities in Directed Social Networks?
Applications poster
Espín Noboa, Lisette E.; Karimi, Fariba; Strohmaier, Markus; Wagner, Claudia
13


Feedback Controller for 3D Dynamic Walking using Reinforcement Learning and Hybrid Zero Dynamics
Reinforcement Learning poster
Castillo Martinez, Guillermo A.; Weng, Bowen; Zhang, Wei ; Hereid, Ayonga
18


Dynamic Sign Language Recognition combining Dynamic Images and Convolutional Neural Networks
Deep Learning poster
Ramírez Cerna, Lourdes; Escobedo Cardenas, Edwin J.
28


Reduced Communication in Federated Learning through Optimal Client Sampling
Machine Learning poster
Ribero Diaz, Monica; Vikalo, Haris
23


Breaking the State of the Art in dialects of Spanish Sentiment Analysis
Deep Learning poster
Palomino Paucar; Daniel Alfredo
6


Laguerre-Gauss Preprocessing: Line Profiles as Image Features for Aerial Images Classification
Applications poster
Murillo González, Alejandro
14


Word Embeddings to Analyze Peruvian Computing Curriculums
Applications poster
Murrugarra Llerena, Jeffri
32


Identification of Circulating Information on Corruption in Brazil using Data Mining and Machine Learning
Applications poster
Cordeiro, Douglas F.; Da Silva, Núbia; Cassiano, Katia K.
25


Adversarial effects of intermediate latency in Active Learning on Data Streams
Machine Learning poster
Parreira, Pedro Henrique; Prati, Ronaldo Cristiano
31


Kernel Latent Regularization for Feature Selection in Tumor Classification
Machine Learning poster
Palazzo, Martin; Yankilevich, Patricio; Beauseroy, Pierre
3


Towards an Automated Classification Method for Ureteroscopic in vivo Kidney Stone Images using Machine Learning Techniques
Machine Learning poster
Ochoa-Ruiz, Gilberto
1


Predicting Legal Proceedings Status: an Approach Based on Sequential Texts
Applications poster
Polo, Felipe Maia; Ciochetti, Itamar; Bertolo, Emerson
29


Impacts, Potentials, and Trends of Machine Learning in Industry 4.0: An Overview
Applications poster
Oliveira, Maíza; Cordeiro, Douglas; Da Silva, Núbia Rosa
22


A Comparative Analysis of COVID-19 Trends in Colombia for Policy Makers
Applications poster
Diaz Herrera, Diana M
16


Beacon Classifier
Machine Learning poster
Meraz, Vanessa J; Jorge Munoz
42


Topologically-based Variational Autoencoder for Time Series Classification
Applications poster
Rivera, Rodrigo

The LXAI Workshop at ICML is only one of the many research and engineering programs our organization is hosting. Please visit our main page to learn more about Latinx in AI initiatives around the world.