Mariano Tepper

According to our database, Mariano Tepper authored at least 57 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Individualized non-uniform quantization for vector search.

Mariano Tepper, Ted Willke

CoRR, September, 2025

The kernel of graph indices for vector search.

Mariano Tepper, Ted Willke

CoRR, June, 2025

2024

LeanVec: Searching vectors faster by making them fit.

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Theodore L. Willke

Trans. Mach. Learn. Res., 2024

GraSS: Graph-based Similarity Search on Encrypted Query.

Duhyeong Kim, Yujin Nam, Wen Wang, Huijing Gong, Ishwar Singh Bhati, Rosario Cammarota, Tajana Simunic Rosing, Mariano Tepper, Theodore L. Willke

IACR Cryptol. ePrint Arch., 2024

Toward Optimal Search and Retrieval for RAG.

Alexandria Leto, Cecilia Aguerrebere, Ishwar Singh Bhati, Ted Willke, Mariano Tepper, Vy Ai Vo

CoRR, 2024

GleanVec: Accelerating vector search with minimalist nonlinear dimensionality reduction.

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Ted Willke

CoRR, 2024

Locally-Adaptive Quantization for Streaming Vector Search.

Cecilia Aguerrebere, Mark Hildebrand, Ishwar Singh Bhati, Theodore L. Willke, Mariano Tepper

CoRR, 2024

Block Successive Convex Approximation for Concomitant Linear DAG Estimation.

Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

CoLiDE: Concomitant Linear DAG Estimation.

Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Similarity search in the blink of an eye with compressed indices.

Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Theodore L. Willke

Proc. VLDB Endow., 2023

LeanVec: Search your vectors faster by making them fit.

Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke

CoRR, 2023

2022

Toward a Geometrical Understanding of Self-supervised Contrastive Learning.

Romain Cosentino, Anirvan M. Sengupta, Salman Avestimehr, Mahdi Soltanolkotabi, Antonio Ortega, Theodore L. Willke, Mariano Tepper

CoRR, 2022

2020

Procrustean Orthogonal Sparse Hashing.

Mariano Tepper, Dipanjan Sengupta, Theodore L. Willke

CoRR, 2020

2019

Do place cells dream of conditional probabilities? Learning Neural Nyström representations.

Mariano Tepper

CoRR, 2019

Strip the Stripes: Artifact Detection and Removal for Scanning Electron Microscopy Imaging.

Amirhossein Khalilian-Gourtani, Mariano Tepper, Victor Minden, Dmitri B. Chklovskii

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study.

Helen Link Egger, Geraldine Dawson, Jordan Hashemi, Kimberly L. H. Carpenter, Steven Espinosa, Kathleen Campbell, Samuel Brotkin, Jana Schaich Borg, Qiang Qiu, Mariano Tepper, Jeffrey P. Baker, Richard A. Bloomfield Jr., Guillermo Sapiro

npj Digit. Medicine, 2018

Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling.

Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii

J. Mach. Learn. Res., 2018

Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks.

Anirvan M. Sengupta, Cengiz Pehlevan, Mariano Tepper, Alexander Genkin, Dmitri B. Chklovskii

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Anscombe Meets Hough: Noise Variance Stablization Via Parametric Model Estimation.

Mariano Tepper, Andrea Giovannucci, Eftychios A. Pnevmatikakis

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

The surprising secret identity of the semidefinite relaxation of K-means: manifold learning.

Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii

CoRR, 2017

Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting.

Mariano Tepper, Guillermo Sapiro

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Compressed Nonnegative Matrix Factorization Is Fast and Accurate.

Mariano Tepper, Guillermo Sapiro

IEEE Trans. Signal Process., 2016

A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study.

Jordan Hashemi, Kathleen Campbell, Kimberly L. H. Carpenter, Adrianne Harris, Qiang Qiu, Mariano Tepper, Steven Espinosa, Jana Schaich Borg, Samuel Marsan, A. Robert Calderbank, Jeffrey P. Baker, Helen Link Egger, Geraldine Dawson, Guillermo Sapiro

EAI Endorsed Trans. Scalable Inf. Syst., 2016

Fast L1-NMF for Multiple Parametric Model Estimation.

Mariano Tepper, Guillermo Sapiro

CoRR, 2016

Tell me where you are and I tell you where you are going: Estimation of dynamic mobility graphs.

Marcelo Fiori, Pablo Musé, Mariano Tepper, Guillermo Sapiro

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

A short-graph fourier transform via personalized pagerank vectors.

Mariano Tepper, Guillermo Sapiro

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Multi-temporal foreground detection in videos.

Mariano Tepper, Alasdair Newson, Pablo Sprechmann, Guillermo Sapiro

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

From Local to Global Communities in Large Networks Through Consensus.

Mariano Tepper, Guillermo Sapiro

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

Low-Rank Spatio-Temporal Video Segmentation.

Alasdair Newson, Mariano Tepper, Guillermo Sapiro

Proceedings of the British Machine Vision Conference 2015, 2015

2014

A Biclustering Framework for Consensus Problems.

Mariano Tepper, Guillermo Sapiro

SIAM J. Imaging Sci., 2014

Face recognition on partially occluded images using compressed sensing.

Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Julio Jacobo-Berlles

Pattern Recognit. Lett., 2014

Finding contrasted and regular edges by a contrario detection of periodic subsequences.

Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail

Pattern Recognit., 2014

On the Role of Contrast and Regularity in Perceptual Boundary Saliency.

Mariano Tepper, Pablo Musé, Andrés Almansa

J. Math. Imaging Vis., 2014

A Bi-clustering Framework for Consensus Problems.

Mariano Tepper, Guillermo Sapiro

CoRR, 2014

Intersecting 2D lines: A simple method for detecting vanishing points.

Mariano Tepper, Guillermo Sapiro

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

All for one, one for all: Consensus community detection in networks.

Mariano Tepper, Guillermo Sapiro

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies.

Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Alexandre X. Falcão, Guillermo Sapiro

CoRR, 2013

Fast L1 smoothing splines with an application to Kinect depth data.

Mariano Tepper, Guillermo Sapiro

Proceedings of the IEEE International Conference on Image Processing, 2013

Ants Crawling to Discover the Community Structure in Networks.

Mariano Tepper, Guillermo Sapiro

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Boruvka Meets Nearest Neighbors.

Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Bi-clustering via MDL-Based Matrix Factorization.

Ignacio Ramírez, Mariano Tepper

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Reflective Symmetry Detection by Rectifying Randomized Correspondences.

Zhongwei Tang, Mariano Tepper, Guillermo Sapiro

Proceedings of the British Machine Vision Conference, 2013

2012

Computer vision tools for the non-invasive assessment of autism-related behavioral markers

Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro

CoRR, 2012

Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video

Zhongwei Tang, Alexey Castrodad, Mariano Tepper, Guillermo Sapiro

CoRR, 2012

L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data

Mariano Tepper, Guillermo Sapiro

CoRR, 2012

Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation.

Mariano Tepper, Guillermo Sapiro

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A computer vision approach for the assessment of autism-related behavioral markers.

Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro

Proceedings of the 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics, 2012

If you are happy and you know it... tweet.

Amir Asiaee T., Mariano Tepper, Arindam Banerjee, Guillermo Sapiro

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Finding Edges by a Contrario Detection of Periodic Subsequences.

Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

Randomized Face Recognition on Partially Occluded Images.

Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Marta Mejail, Julio C. Jacobo

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011

Automatically finding clusters in normalized cuts.

Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail

Pattern Recognit., 2011

Meaningful Clustered Forest: an Automatic and Robust Clustering Algorithm

Mariano Tepper, Pablo Musé, Andrés Almansa

CoRR, 2011

2010

Multiple Clues for License Plate Detection and Recognition.

Pablo Negri, Mariano Tepper, Daniel G. Acevedo, Julio C. Jacobo, Marta Mejail

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

A Contrario Detection of False Matches in Iris Recognition.

Marcelo Mottalli, Mariano Tepper, Marta Mejail

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Content-Based Emblem Retrieval Using Zernike Moments.

Ezequiel Cura, Mariano Tepper, Marta Mejail

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009

A decision step for Shape Context matching.

Mariano Tepper, Daniel G. Acevedo, Norberto A. Goussies, Julio C. Jacobo, Marta Mejail

Proceedings of the International Conference on Image Processing, 2009

Morphological Shape Context: Semi-locality and Robust Matching in Shape Recognition.

Mariano Tepper, Francisco Gómez Fernández, Pablo Musé, Andrés Almansa, Marta Mejail

Proceedings of the Progress in Pattern Recognition, 2009