Partha P. Mitra

Publication Activity (10 Years)

Years Active: 2001-2021
Publications (10 Years): 22

Top Topics

Semantic Segmentation

Phase Transition

Sparse Reconstruction

Deformable Registration

Top Venues

Nat. Mach. Intell.

IEEE Trans. Autom. Control.

PLoS Comput. Biol.

Publications

Partha P. Mitra
Fitting Elephants. CoRR (2021)
Partha P. Mitra, Clément Sire
Parameter-free Statistically Consistent Interpolation: Dimension-independent Convergence Rates for Hilbert kernel regression. CoRR (2021)
Partha P. Mitra
Fitting elephants in modern machine learning by statistically consistent interpolation. Nat. Mach. Intell. 3 (5) (2021)
Ashika Sharma, Jaikishan Jayakumar, Namrata Sankaran, Partha P. Mitra, Sutanu Chakraborti, P. Sreenivasa Kumar
ConnExt-BioBERT: Leveraging Transfer Learning for Brain-Connectivity Extraction from Neuroscience Articles. BI (2021)
Samik Banerjee, Lucas Magee, Dingkang Wang, Xu Li, Bing-Xing Huo, Jaikishan Jayakumar, Katherine Matho, Meng-Kuan Lin, Keerthi Ram, Mohanasankar Sivaprakasam, Z. Josh Huang, Yusu Wang, Partha P. Mitra
Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder-decoder deep networks. Nat. Mach. Intell. 2 (10) (2020)
Dingkang Wang, Lucas Magee, Bing-Xing Huo, Samik Banerjee, Xu Li, Jaikishan Jayakumar, Meng-Kuan Lin, Keerthi Ram, Suyi Wang, Yusu Wang, Partha P. Mitra
Detection and skeletonization of single neurons and tracer injections using topological methods. CoRR (2020)
Partha P. Mitra
penalized interpolation. CoRR (2019)
Emma Tegling, Partha P. Mitra, Henrik Sandberg, Bassam Bamieh
On Fundamental Limitations of Dynamic Feedback Control in Regular Large-Scale Networks. IEEE Trans. Autom. Control. 64 (12) (2019)
Saikat Chatterjee, Alireza M. Javid, Mostafa Sadeghi, Shumpei Kikuta, Partha P. Mitra, Mikael Skoglund
SSFN: Self Size-estimating Feed-forward Network and Low Complexity Design. CoRR (2019)
Daniel Tward, Xu Li, Bing-Xing Huo, Brian C. Lee, Partha P. Mitra, Michael I. Miller
3D Mapping of Serial Histology Sections with Anomalies Using a Novel Robust Deformable Registration Algorithm. MBIA/MFCA@MICCAI (2019)
Ahmed Zaki, Partha P. Mitra, Lars K. Rasmussen, Saikat Chatterjee
Estimate exchange over network is good for distributed hard thresholding pursuit. Signal Process. 156 (2019)
Suyi Wang, Xu Li, Partha P. Mitra, Yusu Wang
Topological Skeletonization and Tree-Summarization of Neurons Using Discrete Morse Theory. CoRR (2018)
Partha P. Mitra
Fast Convergence for Stochastic and Distributed Gradient Descent in the Interpolation Limit. CoRR (2018)
Brian C. Lee, Daniel Jacob Tward, Partha P. Mitra, Michael I. Miller
On variational solutions for whole brain serial-section histology using a Sobolev prior in the computational anatomy random orbit model. PLoS Comput. Biol. 14 (12) (2018)
Partha P. Mitra
Fast Convergence for Stochastic and Distributed Gradient Descent in the Interpolation Limit. EUSIPCO (2018)
Ahmed Zaki, Saikat Chatterjee, Partha P. Mitra, Lars K. Rasmussen
Locally Convex Sparse Learning over Networks. CoRR (2018)
Daniel Jacob Tward, Brian C. Lee, Partha P. Mitra, Michael I. Miller
Performance of Image Matching in the Computational Anatomy Gateway: CPU and GPU Implementations in OpenCL. PEARC (2017)
Saikat Chatterjee, Alireza M. Javid, Mostafa Sadeghi, Partha P. Mitra, Mikael Skoglund
Progressive Learning for Systematic Design of Large Neural Networks. CoRR (2017)
Yuncong Chen, Lauren McElvain, Alex Tolpygo, Daniel Ferrante, Harvey J. Karten, Partha P. Mitra, David Kleinfeld, Yoav Freund
The Active Atlas: Combining 3D Anatomical Models with Texture Detectors. MICCAI (1) (2017)
Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta
Mean field analysis of sparse reconstruction with correlated variables. EUSIPCO (2016)
Ashika Sharma, Ankit Sharma, Dipti Deodhare, Sutanu Chakraborti, P. Sreenivasa Kumar, Partha P. Mitra
Case Representation and Retrieval Techniques for Neuroanatomical Connectivity Extraction from PubMed. ICCBR (2016)
Nicolas Allegra, Bassam Bamieh, Partha P. Mitra, Clément Sire
Phase transitions in distributed control systems with multiplicative noise. CoRR (2016)
Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta
The cavity method for phase transitions in sparse reconstruction algorithms. CoRR (2015)
Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta
Critical behavior and universality classes for an algorithmic phase transition in sparse reconstruction. CoRR (2015)
Pascal Grange, Michael Hawrylycz, Partha P. Mitra
Computational neuroanatomy and co-expression of genes in the adult mouse brain, analysis tools for the Allen Brain Atlas. Quant. Biol. 1 (1) (2013)
Idan Menashe, Pascal Grange, Eric C. Larsen, Sharmila Banerjee-Basu, Partha P. Mitra
Co-expression Profiling of Autism Genes in the Mouse Brain. PLoS Comput. Biol. 9 (7) (2013)
Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson
Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback. IEEE Trans. Autom. Control. 57 (9) (2012)
Pascal Grange, Partha P. Mitra
Computational neuroanatomy and gene expression: Optimal sets of marker genes for brain regions. CISS (2012)
Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson
Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback CoRR (2011)
Yaniv Erlich, Assaf Gordon, Michael Brand, Gregory J. Hannon, Partha P. Mitra
Compressed genotyping. IEEE Trans. Inf. Theory 56 (2) (2010)
Jason W. Bohland, Caizhi Wu, Helen Barbas, Hemant Bokil, Mihail Bota, Hans C. Breiter, Hollis T. Cline, John C. Doyle, Peter J. Freed, Ralph J. Greenspan, Suzanne N. Haber, Michael Hawrylycz, Daniel G. Herrera, Claus C. Hilgetag, Z. Josh Huang, Allan Jones, Edward G. Jones, Harvey J. Karten, David Kleinfeld, Rolf Kötter, Henry A. Lester, John M. Lin, Brett D. Mensh, Shawn Mikula, Jaak Panksepp, Joseph L. Price, Joseph Safdieh, Clifford B. Saper, Nicholas D. Schiff, Jeremy D. Schmahmann, Bruce W. Stillman, Karel Svoboda, Larry W. Swanson, Arthur W. Toga, David C. Van Essen, James D. Watson, Partha P. Mitra
A Proposal for a Coordinated Effort for the Determination of Brainwide Neuroanatomical Connectivity in Model Organisms at a Mesoscopic Scale. PLoS Comput. Biol. 5 (3) (2009)
Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson
Effect of topological dimension on rigidity of vehicle formations: Fundamental limitations of local feedback. CDC (2008)
Partha P. Mitra
NIH Conference on Knowledge Environments for Biomedical Research (December 11-12, 2006). Neuroinformatics 5 (2) (2007)
Dan Valente, Haibin Wang, Peter Andrews, Partha P. Mitra, Sigal Saar, Ofer Tchernichovski, Ilan Golani, Yoav Benjamini
Characterizing Animal Behavior through Audio and Video Signal Processing. IEEE Multim. 14 (4) (2007)
Hemant Bokil, Partha P. Mitra
Non-parametric methods for the analysis of neurobiological time-series data. CDC (2007)
Hemant Bokil, Ofer Tchernichovski, Partha P. Mitra
Dynamic phenotypes - Time series analysis techniques for characterizing neuronal and behavioral dynamics. Neuroinformatics 4 (1) (2006)
Partha P. Mitra, Hiren Maniar
Concentration maximization and local basis expansions (LBEX) for linear inverse problems. IEEE Trans. Biomed. Eng. 53 (9) (2006)
Hemant Bokil, Bijan Pesaran, Richard A. Andersen, Partha P. Mitra
A Method for Detection and Classification of Events in Neural Activity. IEEE Trans. Biomed. Eng. 53 (8) (2006)
Peter Andrews, Haibin Wang, Dan Valente, Jihène Serkhane, Partha P. Mitra, Sigal Saar, Ofer Tchernichovski, Ilan Golani
Multimedia signal processing for behavioral quantification in neuroscience. ACM Multimedia (2006)
Karin Sigloch, Michael R. Andrews, Partha P. Mitra, David J. Thomson
Communicating over nonstationary nonflat wireless channels. IEEE Trans. Signal Process. 53 (6) (2005)
M. R. Jarvis, Partha P. Mitra
Sampling Properties of the Spectrum and Coherency of Sequences of Action Potentials. Neural Comput. 13 (4) (2001)