Mariano Tepper

63 papers A* 3A 3B 5C 7Misc 4Journal 35Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Individualized non-uniform quantization for vector search. CoRR Mariano Tepper, Ted Willke
2025	J	`jnl`	The kernel of graph indices for vector search. CoRR Mariano Tepper, Ted Willke
2024	—	`conf`	Block Successive Convex Approximation for Concomitant Linear DAG Estimation. SAM Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper
2024	A*	`conf`	CoLiDE: Concomitant Linear DAG Estimation. ICLR Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper
2024	J	`jnl`	GleanVec: Accelerating vector search with minimalist nonlinear dimensionality reduction. CoRR Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Ted Willke
2024	J	`jnl`	GraSS: Graph-based Similarity Search on Encrypted Query. IACR Cryptol. ePrint Arch. Duhyeong Kim, Yujin Nam, Wen Wang, Huijing Gong, Ishwar Singh Bhati, Rosario Cammarota, Tajana Simunic Rosing, Mariano Tepper, Theodore L. Willke
2024	J	`jnl`	LeanVec: Searching vectors faster by making them fit. Trans. Mach. Learn. Res. Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Theodore L. Willke
2024	J	`jnl`	Locally-Adaptive Quantization for Streaming Vector Search. CoRR Cecilia Aguerrebere, Mark Hildebrand, Ishwar Singh Bhati, Theodore L. Willke, Mariano Tepper
2024	J	`jnl`	Toward Optimal Search and Retrieval for RAG. CoRR Alexandria Leto, Cecilia Aguerrebere, Ishwar Singh Bhati, Ted Willke, Mariano Tepper, Vy Ai Vo
2023	J	`jnl`	CoLiDE: Concomitant Linear DAG Estimation. CoRR Seyed Saman Saboksayr, Gonzalo Mateos, Mariano Tepper
2023	J	`jnl`	LeanVec: Search your vectors faster by making them fit. CoRR Mariano Tepper, Ishwar Singh Bhati, Cecilia Aguerrebere, Mark Hildebrand, Ted Willke
2023	J	`jnl`	Similarity search in the blink of an eye with compressed indices. CoRR Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Ted Willke
2023	J	`jnl`	Similarity search in the blink of an eye with compressed indices. Proc. VLDB Endow. Cecilia Aguerrebere, Ishwar Singh Bhati, Mark Hildebrand, Mariano Tepper, Theodore L. Willke
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
2020	J	`jnl`	Procrustean Orthogonal Sparse Hashing. CoRR Mariano Tepper, Dipanjan Sengupta, Theodore L. Willke
2019	J	`jnl`	Do place cells dream of conditional probabilities? Learning Neural Nyström representations. CoRR Mariano Tepper
2019	Misc	`conf`	Strip the Stripes: Artifact Detection and Removal for Scanning Electron Microscopy Imaging. ICASSP Amirhossein Khalilian-Gourtani, Mariano Tepper, Victor Minden, Dmitri B. Chklovskii
2018	Misc	`conf`	Anscombe Meets Hough: Noise Variance Stablization Via Parametric Model Estimation. ICASSP Mariano Tepper, Andrea Giovannucci, Eftychios A. Pnevmatikakis
2018	J	`jnl`	Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study. npj Digit. Medicine 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
2018	J	`jnl`	Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling. J. Mach. Learn. Res. Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii
2018	A*	`conf`	Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks. NeurIPS Anirvan M. Sengupta, Cengiz Pehlevan, Mariano Tepper, Alexander Genkin, Dmitri B. Chklovskii
2017	A*	`conf`	Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CVPR Mariano Tepper, Guillermo Sapiro
2017	J	`jnl`	The surprising secret identity of the semidefinite relaxation of K-means: manifold learning. CoRR Mariano Tepper, Anirvan M. Sengupta, Dmitri B. Chklovskii
2016	J	`jnl`	A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study. EAI Endorsed Trans. Scalable Inf. Syst. 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
2016	Misc	`conf`	A short-graph fourier transform via personalized pagerank vectors. ICASSP Mariano Tepper, Guillermo Sapiro
2016	J	`jnl`	Compressed Nonnegative Matrix Factorization Is Fast and Accurate. IEEE Trans. Signal Process. Mariano Tepper, Guillermo Sapiro
2016	J	`jnl`	Fast L1-NMF for Multiple Parametric Model Estimation. CoRR Mariano Tepper, Guillermo Sapiro
2016	J	`jnl`	Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CoRR Mariano Tepper, Guillermo Sapiro
2016	—	`conf`	Tell me where you are and I tell you where you are going: Estimation of dynamic mobility graphs. SAM Marcelo Fiori, Pablo Musé, Mariano Tepper, Guillermo Sapiro
2015	J	`jnl`	A short-graph Fourier transform via personalized PageRank vectors. CoRR Mariano Tepper, Guillermo Sapiro
2015	J	`jnl`	Compressed Nonnegative Matrix Factorization is Fast and Accurate. CoRR Mariano Tepper, Guillermo Sapiro
2015	C	`conf`	From Local to Global Communities in Large Networks Through Consensus. CIARP Mariano Tepper, Guillermo Sapiro
2015	A	`conf`	Low-Rank Spatio-Temporal Video Segmentation. BMVC Alasdair Newson, Mariano Tepper, Guillermo Sapiro
2015	B	`conf`	Multi-temporal foreground detection in videos. ICIP Mariano Tepper, Alasdair Newson, Pablo Sprechmann, Guillermo Sapiro
2014	J	`jnl`	A Bi-clustering Framework for Consensus Problems. CoRR Mariano Tepper, Guillermo Sapiro
2014	J	`jnl`	A Biclustering Framework for Consensus Problems. SIAM J. Imaging Sci. Mariano Tepper, Guillermo Sapiro
2014	Misc	`conf`	All for one, one for all: Consensus community detection in networks. ICASSP Mariano Tepper, Guillermo Sapiro
2014	J	`jnl`	Face recognition on partially occluded images using compressed sensing. Pattern Recognit. Lett. Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Julio Jacobo-Berlles
2014	J	`jnl`	Finding contrasted and regular edges by a contrario detection of periodic subsequences. Pattern Recognit. Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
2014	B	`conf`	Intersecting 2D lines: A simple method for detecting vanishing points. ICIP Mariano Tepper, Guillermo Sapiro
2014	J	`jnl`	On the Role of Contrast and Regularity in Perceptual Boundary Saliency. J. Math. Imaging Vis. Mariano Tepper, Pablo Musé, Andrés Almansa
2013	—	`conf`	Ants Crawling to Discover the Community Structure in Networks. CIARP (2) Mariano Tepper, Guillermo Sapiro
2013	—	`conf`	Bi-clustering via MDL-Based Matrix Factorization. CIARP (1) Ignacio Ramírez, Mariano Tepper
2013	—	`conf`	Boruvka Meets Nearest Neighbors. CIARP (2) Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
2013	B	`conf`	Fast L1 smoothing splines with an application to Kinect depth data. ICIP Mariano Tepper, Guillermo Sapiro
2013	A	`conf`	Reflective Symmetry Detection by Rectifying Randomized Correspondences. BMVC Zhongwei Tang, Mariano Tepper, Guillermo Sapiro
2013	J	`jnl`	Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies. CoRR Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Alexandre X. Falcão, Guillermo Sapiro
2012	—	`conf`	A computer vision approach for the assessment of autism-related behavioral markers. ICDL-EPIROB Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro
2012	J	`jnl`	Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video CoRR Zhongwei Tang, Alexey Castrodad, Mariano Tepper, Guillermo Sapiro
2012	J	`jnl`	Computer vision tools for the non-invasive assessment of autism-related behavioral markers CoRR Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro
2012	B	`conf`	Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation. ICIP Mariano Tepper, Guillermo Sapiro
2012	C	`conf`	Finding Edges by a Contrario Detection of Periodic Subsequences. CIARP Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
2012	A	`conf`	If you are happy and you know it... tweet. CIKM Amir Asiaee T., Mariano Tepper, Arindam Banerjee, Guillermo Sapiro
2012	J	`jnl`	L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data CoRR Mariano Tepper, Guillermo Sapiro
2012	J	`jnl`	On the Role of Contrast and Regularity in Perceptual Boundary Saliency CoRR Mariano Tepper, Pablo Musé, Andrés Almansa
2012	C	`conf`	Randomized Face Recognition on Partially Occluded Images. CIARP Ariel Morelli Andrés, Sebastian Padovani, Mariano Tepper, Marta Mejail, Julio C. Jacobo
2011	J	`jnl`	Automatically finding clusters in normalized cuts. Pattern Recognit. Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail
2011	J	`jnl`	Meaningful Clustered Forest: an Automatic and Robust Clustering Algorithm CoRR Mariano Tepper, Pablo Musé, Andrés Almansa
2010	C	`conf`	A Contrario Detection of False Matches in Iris Recognition. CIARP Marcelo Mottalli, Mariano Tepper, Marta Mejail
2010	C	`conf`	Content-Based Emblem Retrieval Using Zernike Moments. CIARP Ezequiel Cura, Mariano Tepper, Marta Mejail
2010	C	`conf`	Multiple Clues for License Plate Detection and Recognition. CIARP Pablo Negri, Mariano Tepper, Daniel G. Acevedo, Julio C. Jacobo, Marta Mejail
2009	B	`conf`	A decision step for Shape Context matching. ICIP Mariano Tepper, Daniel G. Acevedo, Norberto A. Goussies, Julio C. Jacobo, Marta Mejail
2009	C	`conf`	Morphological Shape Context: Semi-locality and Robust Matching in Shape Recognition. CIARP Mariano Tepper, Francisco Gómez Fernández, Pablo Musé, Andrés Almansa, Marta Mejail