LXAI @ ICML - Presenters

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

Speakers

Thiago Serra

Lossless Compression of Deep Neural Networks

Camilo Thorne

Word Embeddings for Chemical Patent Natural Language Processing

Lisette Espín Noboa

Quantifying Biases in Attribute Inference on Social Networks

Gabriel de Souza P. Moreira

Hybrid Session-based News Recommendation using Recurrent Neural Networks

Iván Venzor

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Daniel Ruiz Pérez

Application of Bayesian Techniques to Multi-omic Longitudinal Data

Heitor Rapela Medeiros

Deep Clustering Self-Organizing Maps with Relevance Learning

Daniel Saromo Mori

Smart Sensor Calibration with Auto-Rotating Perceptrons

Gilberto Ochoa Ruiz

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

Sergio Garrido

A Bayesian time series model of Coca leaf production in Colombia

Andres Muñoz Medina

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

Accepted Papers

Paper ID

Paper Title

Author Names

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.