Orbit Regularization. - Renato Negrinho; Andre Martins (NIPS, 2014)

DeepArchitect: Automatically Designing and Training Deep Architectures. - Renato Negrinho; Geoffrey J. Gordon (CoRR, 2017)

Efficient Multi-task Feature and Relationship Learning. - Han Zhao 002; Otilia Stretcu; Renato Negrinho; Alexander J. Smola; Geoffrey J. Gordon (CoRR, 2017)

Learning Beam Search Policies via Imitation Learning. - Renato Negrinho; Matthew Gormley 001; Geoffrey J. Gordon (NeurIPS, 2018)

Towards modular and programmable architecture search. - Renato Negrinho; Matthew Gormley 001; Geoffrey J. Gordon; Darshan Patil; Nghia Le; Daniel Ferreira (NeurIPS, 2019)

An Empirical Investigation of Beam-Aware Training in Supertagging. - Renato Negrinho; Matthew R. Gormley; Geoffrey J. Gordon (EMNLP (Findings), 2020)

Leveraging Pretrained Models for Automatic Summarization of Doctor-Patient Conversations. - Longxiang Zhang; Renato Negrinho; Arindam Ghosh; Vasudevan Jagannathan; Hamid Reza Hassanzadeh; Thomas Schaaf; Matthew R. Gormley (EMNLP (Findings), 2021)

Large Language Models of Code Fail at Completing Code with Potential Bugs. - Tuan Dinh; Jinman Zhao; Samson Tan; Renato Negrinho; Leonard Lausen; Sheng Zha; George Karypis (NeurIPS, 2023)