Romain Cosentino

25 papers A* 4Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PLATE: Plasticity-Tunable Efficient Adapters for Geometry-Aware Continual Learning. CoRR Romain Cosentino
2025	J	`jnl`	AGI Is Coming... Right After AI Learns to Play Wordle. CoRR Sarath Shekkizhar, Romain Cosentino
2025	J	`jnl`	Convergence dynamics of Agent-to-Agent Interactions with Misaligned objectives. CoRR Romain Cosentino, Sarath Shekkizhar, Adam Christopher Earle
2025	J	`jnl`	Echoing: Identity Failures when LLM Agents Talk to Each Other. CoRR Sarath Shekkizhar, Romain Cosentino, Adam Christopher Earle, Silvio Savarese
2024	A*	`conf`	Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation. ICML Randall Balestriero, Romain Cosentino, Sarath Shekkizhar
2024	J	`jnl`	Reasoning in Large Language Models: A Geometric Perspective. CoRR Romain Cosentino, Sarath Shekkizhar
2023	J	`jnl`	Characterizing Large Language Model Geometry Solves Toxicity Detection and Generation. CoRR Randall Balestriero, Romain Cosentino, Sarath Shekkizhar
2022	J	`jnl`	Manifold Approximating Graph Interpolation of Cardiac Local Activation Time. IEEE Trans. Biomed. Eng. Jennifer Hellar, Romain Cosentino, Mathews M. John, Allison Post, Skylar Buchan, Mehdi Razavi, Behnaam Aazhang
2022	—	`conf`	Spatial Transformer K-Means. IEEECONF Romain Cosentino, Randall Balestriero, Yanis Bahroun, Anirvan M. Sengupta, Richard G. Baraniuk, Behnaam Aazhang
2022	J	`jnl`	Spatial Transformer K-Means. CoRR Romain Cosentino, Randall Balestriero, Yanis Bahroun, Anirvan M. Sengupta, Richard G. Baraniuk, Behnaam Aazhang
2022	J	`jnl`	The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning. CoRR Romain Cosentino, Sarath Shekkizhar, Mahdi Soltanolkotabi, Salman Avestimehr, Antonio Ortega
2022	J	`jnl`	Toward a Geometrical Understanding of Self-supervised Contrastive Learning. CoRR Romain Cosentino, Anirvan M. Sengupta, Salman Avestimehr, Mahdi Soltanolkotabi, Antonio Ortega, Theodore L. Willke, Mariano Tepper
2021	J	`jnl`	A novel convolutional neural network for reconstructing surface electrocardiograms from intracardiac electrograms and vice versa. Artif. Intell. Medicine Anton Banta, Romain Cosentino, Mathews John, Allison Post, Skylar Buchan, Mehdi Razavi, Behnaam Aazhang
2021	—	`conf`	Deep Autoencoders: From Understanding to Generalization Guarantees. MSML Romain Cosentino, Randall Balestriero, Richard G. Baraniuk, Behnaam Aazhang
2021	—	`conf`	Graph-Based Interpolation of Local Activation Time on the Cardiac Surface. ACSCC Jennifer Hellar, Romain Cosentino, Mathews M. John, Allison Post, Skylar Buchan, Mehdi Razavi, Behnaam Aazhang
2020	J	`jnl`	Interpretable Image Clustering via Diffeomorphism-Aware K-Means. CoRR Romain Cosentino, Randall Balestriero, Yanis Bahroun, Anirvan M. Sengupta, Richard G. Baraniuk, Behnaam Aazhang
2020	A*	`conf`	Learnable Group Transform For Time-Series. ICML Romain Cosentino, Behnaam Aazhang
2020	J	`jnl`	Provable Finite Data Generalization with Group Autoencoder. CoRR Romain Cosentino, Randall Balestriero, Richard G. Baraniuk, Behnaam Aazhang
2020	J	`jnl`	Sparse Multi-Family Deep Scattering Network. CoRR Romain Cosentino, Randall Balestriero
2020	J	`jnl`	Universal Frame Thresholding. IEEE Signal Process. Lett. Romain Cosentino, Randall Balestriero, Richard G. Baraniuk, Behnaam Aazhang
2019	A*	`conf`	The Geometry of Deep Networks: Power Diagram Subdivision. NeurIPS Randall Balestriero, Romain Cosentino, Behnaam Aazhang, Richard G. Baraniuk
2019	J	`jnl`	The Geometry of Deep Networks: Power Diagram Subdivision. CoRR Randall Balestriero, Romain Cosentino, Behnaam Aazhang, Richard G. Baraniuk
2018	A*	`conf`	Spline Filters For End-to-End Deep Learning. ICML Randall Balestriero, Romain Cosentino, Hervé Glotin, Richard G. Baraniuk
2017	J	`jnl`	Overcomplete Frame Thresholding for Acoustic Scene Analysis. CoRR Romain Cosentino, Randall Balestriero, Richard G. Baraniuk, Ankit B. Patel
2016	—	`conf`	Best basis selection using sparsity driven multi-family wavelet transform. GlobalSIP Romain Cosentino, Randall Balestriero, Behnaam Aazhang