Romain Cosentino

Silvio Savarese

CoRR, May, 2026

Beyond the Assistant Turn: User Turn Generation as a Probe of Interaction Awareness in Language Models.

[BibT_eX]

[DOI]

CoRR, April, 2026

PLATE: Plasticity-Tunable Efficient Adapters for Geometry-Aware Continual Learning.

[BibT_eX]

[DOI]

CoRR, February, 2026

2025

Echoing: Identity Failures when LLM Agents Talk to Each Other.

[BibT_eX]

[DOI]

Silvio Savarese

CoRR, November, 2025

Convergence dynamics of Agent-to-Agent Interactions with Misaligned objectives.

[BibT_eX]

[DOI]

CoRR, November, 2025

AGI Is Coming... Right After AI Learns to Play Wordle.

[BibT_eX]

[DOI]

CoRR, April, 2025

2024

Reasoning in Large Language Models: A Geometric Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

Characterizing Large Language Model Geometry Helps Solve Toxicity Detection and Generation.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Characterizing Large Language Model Geometry Solves Toxicity Detection and Generation.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Manifold Approximating Graph Interpolation of Cardiac Local Activation Time.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2022

The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Toward a Geometrical Understanding of Self-supervised Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Spatial Transformer K-Means.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

A novel convolutional neural network for reconstructing surface electrocardiograms from intracardiac electrograms and vice versa.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2021

Deep Autoencoders: From Understanding to Generalization Guarantees.

[BibT_eX]

[DOI]

Proceedings of the Mathematical and Scientific Machine Learning, 2021

Graph-Based Interpolation of Local Activation Time on the Cardiac Surface.

[BibT_eX]

[DOI]

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Universal Frame Thresholding.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Interpretable Image Clustering via Diffeomorphism-Aware K-Means.

[BibT_eX]

[DOI]

CoRR, 2020

Sparse Multi-Family Deep Scattering Network.

[BibT_eX]

[DOI]

CoRR, 2020

Provable Finite Data Generalization with Group Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2020

Learnable Group Transform For Time-Series.

[BibT_eX]

[DOI]

Behnaam Aazhang

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

The Geometry of Deep Networks: Power Diagram Subdivision.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Spline Filters For End-to-End Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Overcomplete Frame Thresholding for Acoustic Scene Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Best basis selection using sparsity driven multi-family wavelet transform.

[BibT_eX]

[DOI]