Gian Maria Marconi

13 papers A* 2A 1Journal 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AlignUSER: Human-Aligned LLM Agents via World Models for Recommender System Evaluation. CoRR Nicolas Bougie, Gian Maria Marconi, Tony Yip, Narimasa Watanabe
2025	J	`jnl`	Variational Learning Induces Adaptive Label Smoothing. CoRR Sin-Han Yang, Zhedong Liu, Gian Maria Marconi, Mohammad Emtiyaz Khan
2024	A*	`conf`	Variational Learning is Effective for Large Deep Networks. ICML Yuesong Shen, Nico Daheim, Bai Cong, Peter Nickl, Gian Maria Marconi, Clement Bazan, Rio Yokota, Iryna Gurevych, Daniel Cremers, Mohammad Emtiyaz Khan, Thomas Möllenhoff
2024	J	`jnl`	Variational Learning is Effective for Large Deep Networks. CoRR Yuesong Shen, Nico Daheim, Bai Cong, Peter Nickl, Gian Maria Marconi, Clement Bazan, Rio Yokota, Iryna Gurevych, Daniel Cremers, Mohammad Emtiyaz Khan, Thomas Möllenhoff
2023	J	`jnl`	Bridging the Gap Between Target Networks and Functional Regularization. Trans. Mach. Learn. Res. Alexandre Piché, Valentin Thomas, Joseph Marino, Rafael Pardinas, Gian Maria Marconi, Christopher Pal, Mohammad Emtiyaz Khan
2021	J	`jnl`	Beyond Target Networks: Improving Deep Q-learning with Functional Regularization. CoRR Alexandre Piché, Joseph Marino, Gian Maria Marconi, Christopher Joseph Pal, Mohammad Emtiyaz Khan
2021	J	`jnl`	Structured Prediction for CRiSP Inverse Kinematics Learning With Misspecified Robot Models. IEEE Robotics Autom. Lett. Gian Maria Marconi, Raffaello Camoriano, Lorenzo Rosasco, Carlo Ciliberto
2021	J	`jnl`	Structured Prediction for CRiSP Inverse Kinematics Learning with Misspecified Robot Models. CoRR Gian Maria Marconi, Raffaello Camoriano, Lorenzo Rosasco, Carlo Ciliberto
2020	A	`conf`	Hyperbolic Manifold Regression. AISTATS Gian Maria Marconi, Carlo Ciliberto, Lorenzo Rosasco
2020	J	`jnl`	Hyperbolic Manifold Regression. CoRR Gian Maria Marconi, Lorenzo Rosasco, Carlo Ciliberto
2020	—	`—`	Structured Machine Learning for Robotics. Gian Maria Marconi
2018	A*	`conf`	Manifold Structured Prediction. NeurIPS Alessandro Rudi, Carlo Ciliberto, Gian Maria Marconi, Lorenzo Rosasco
2018	J	`jnl`	Manifold Structured Prediction. CoRR Alessandro Rudi, Carlo Ciliberto, Gian Maria Marconi, Lorenzo Rosasco