Florin Gogianu

11 papers A* 2Misc 1Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Closing the gap on tabular data with Fourier and Implicit Categorical Features. CoRR Marius Dragoi, Florin Gogianu, Elena Burceanu
2025	J	`jnl`	Beyond Pass@k: Breadth-Depth Metrics for Reasoning Boundaries. CoRR Marius Dragoi, Ioana Pintilie, Florin Gogianu, Florin Brad
2025	A*	`conf`	Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild. CVPR Damien Teney, Liangze Jiang, Florin Gogianu, Ehsan Abbasnejad
2025	J	`jnl`	Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild. CoRR Damien Teney, Liangze Jiang, Florin Gogianu, Ehsan Abbasnejad
2025	J	`jnl`	Learning-Based Control of the Consensus Value in Unknown Graphs. IEEE Control. Syst. Lett. Florin Gogianu, Lucian Busoniu, Irinel-Constantin Morarescu
2021	J	`jnl`	ObserveNet Control: A Vision-Dynamics Learning Approach to Predictive Control in Autonomous Vehicles. CoRR Cosmin Ginerica, Mihai V. Zaha, Florin Gogianu, Lucian Busoniu, Bogdan Trasnea, Sorin Mihai Grigorescu
2021	J	`jnl`	ObserveNet Control: A Vision-Dynamics Learning Approach to Predictive Control in Autonomous Vehicles. IEEE Robotics Autom. Lett. Cosmin Ginerica, Mihai V. Zaha, Florin Gogianu, Lucian Busoniu, Bogdan Trasnea, Sorin Mihai Grigorescu
2021	A*	`conf`	Spectral Normalisation for Deep Reinforcement Learning: An Optimisation Perspective. ICML Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu
2021	J	`jnl`	Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective. CoRR Florin Gogianu, Tudor Berariu, Mihaela Rosca, Claudia Clopath, Lucian Busoniu, Razvan Pascanu
2017	Misc	`conf`	Learning to Maximize Return in a Stag Hunt Collaborative Scenario through Deep Reinforcement Learning. SYNASC Andrei Cristian Nica, Tudor Berariu, Florin Gogianu, Adina Magda Florea
2017	—	`conf`	Random Projection Based Representations for Learning Policies in Deterministic Atari Games. CSCS Tudor Berariu, Florin Gogianu, Adina Magda Florea