Felipe Pérez

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Collaborative Filtering

Matching Algorithm

Top Venues

RecSys Challenge

Publications

Sajad Norouzi, Rasa Hosseinzadeh, Felipe Pérez, Maksims Volkovs
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation. ACL (Findings) (2023)
Xiao Shi Huang, Felipe Pérez, Maksims Volkovs
Improving Non-Autoregressive Translation Models Without Distillation. ICLR (2022)
Sajad Norouzi, Rasa Hosseinzadeh, Felipe Pérez, Maksims Volkovs
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers. CoRR (2022)
Zhaolin Gao, Zhaoyue Cheng, Felipe Pérez, Jianing Sun, Maksims Volkovs
MCL: Mixed-Centric Loss for Collaborative Filtering. WWW (2022)
Carola Blazquez, Roberto León, Felipe Pérez, Luis Delgado
Pre-Processing Techniques for Improving a Topological Map-Matching Algorithm. SCCC (2022)
Maksims Volkovs, Felipe Pérez, Zhaoyue Cheng, Jianing Sun, Sajad Norouzi, Anson Wong, Pawel Jankiewicz, Barum Rho
User Engagement Modeling with Deep Learning and Language Models. RecSys Challenge (2021)
Jianing Sun, Zhaoyue Cheng, Saba Zuberi, Felipe Pérez, Maksims Volkovs
HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering. WWW (2021)
Xiao Shi Huang, Felipe Pérez, Jimmy Ba, Maksims Volkovs
Improving Transformer Optimization Through Better Initialization. ICML (2020)
Jin Peng Zhou, Zhaoyue Cheng, Felipe Pérez, Maksims Volkovs
TAFA: Two-headed Attention Fused Autoencoder for Context-Aware Recommendations. RecSys (2020)
Maksims Volkovs, Anson Wong, Zhaoyue Cheng, Felipe Pérez, Ilya Stanevich, Yichao Lu
Robust contextual models for in-session personalization. RecSys Challenge (2019)