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ORCIDPartha P. Mitra
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2020 – today
- 2021
[j17]Partha P. Mitra
:
Fitting elephants in modern machine learning by statistically consistent interpolation. Nat. Mach. Intell. 3(5): 378-386 (2021)- [c11]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: 235-244 - [i13]Partha P. Mitra:
Fitting Elephants. CoRR abs/2104.00526 (2021) - [i12]Partha P. Mitra, Clément Sire:
Parameter-free Statistically Consistent Interpolation: Dimension-independent Convergence Rates for Hilbert kernel regression. CoRR abs/2106.03354 (2021) - 2020
- [j16]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): 585-594 (2020) - [i11]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 abs/2004.02755 (2020)
2010 – 2019
- 2019
- [j15]Ahmed Zaki, Partha P. Mitra, Lars K. Rasmussen, Saikat Chatterjee:
Estimate exchange over network is good for distributed hard thresholding pursuit. Signal Process. 156: 1-11 (2019) - [j14]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): 4936-4951 (2019) - [c10]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: 162-173 - [i10]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 abs/1905.07111 (2019) - [i9]Partha P. Mitra:
Understanding overfitting peaks in generalization error: Analytical risk curves for l2 and l1 penalized interpolation. CoRR abs/1906.03667 (2019) - 2018
- [j13]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) - [c9]Partha P. Mitra:
Fast Convergence for Stochastic and Distributed Gradient Descent in the Interpolation Limit. EUSIPCO 2018: 1890-1894 - [i8]Partha P. Mitra:
Fast Convergence for Stochastic and Distributed Gradient Descent in the Interpolation Limit. CoRR abs/1803.02922 (2018) - [i7]Ahmed Zaki, Saikat Chatterjee, Partha P. Mitra, Lars K. Rasmussen:
Locally Convex Sparse Learning over Networks. CoRR abs/1804.00130 (2018) - [i6]Suyi Wang, Xu Li, Partha P. Mitra, Yusu Wang:
Topological Skeletonization and Tree-Summarization of Neurons Using Discrete Morse Theory. CoRR abs/1805.04997 (2018) - 2017
- [c8]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: 3-11 - [c7]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: 46:1-46:7 - [i5]Saikat Chatterjee, Alireza M. Javid, Mostafa Sadeghi, Partha P. Mitra, Mikael Skoglund:
Progressive Learning for Systematic Design of Large Neural Networks. CoRR abs/1710.08177 (2017) - 2016
- [c6]Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta:
Mean field analysis of sparse reconstruction with correlated variables. EUSIPCO 2016: 1267-1271 - [c5]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: 370-386 - [i4]Nicolas Allegra, Bassam Bamieh, Partha P. Mitra, Clément Sire:
Phase transitions in distributed control systems with multiplicative noise. CoRR abs/1610.00653 (2016) - 2015
- [i3]Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta:
The cavity method for phase transitions in sparse reconstruction algorithms. CoRR abs/1501.03194 (2015) - [i2]Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta:
Critical behavior and universality classes for an algorithmic phase transition in sparse reconstruction. CoRR abs/1509.08995 (2015) - 2013
- [j12]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) - [j11]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): 91-100 (2013) - 2012
- [j10]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): 2235-2249 (2012) - [c4]Pascal Grange, Partha P. Mitra:
Computational neuroanatomy and gene expression: Optimal sets of marker genes for brain regions. CISS 2012: 1-6 - 2011
- [i1]Bassam Bamieh, Mihailo R. Jovanovic, Partha P. Mitra, Stacy Patterson:
Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback. CoRR abs/1112.4011 (2011) - 2010
- [j9]Yaniv Erlich, Assaf Gordon, Michael Brand, Gregory J. Hannon, Partha P. Mitra:
Compressed genotyping. IEEE Trans. Inf. Theory 56(2): 706-723 (2010)
2000 – 2009
- 2009
- [j8]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) - 2008
- [c3]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: 369-374 - [p1]Cengiz Günay, Tomasz G. Smolinski, William W. Lytton, Thomas M. Morse, Padraig Gleeson, Sharon M. Crook, Volker Steuber, Angus Silver, Horatiu Voicu, Peter Andrews, Hemant Bokil, Hiren Maniar, Catherine Loader, Samar Mehta, David Kleinfeld, David J. Thomson, Partha P. Mitra, Gloster Aaron, Jean-Marc Fellous:
Computational Intelligence in Electrophysiology: Trends and Open Problems. Applications of Computational Intelligence in Biology 2008: 325-359 - 2007
- [j7]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): 32-41 (2007) - [j6]Partha P. Mitra:
NIH Conference on Knowledge Environments for Biomedical Research (December 11-12, 2006). Neuroinformatics 5(2): 139-140 (2007) - [c2]Hemant Bokil, Partha P. Mitra:
Non-parametric methods for the analysis of neurobiological time-series data. CDC 2007: 5833-5838 - 2006
- [j5]Hemant Bokil, Ofer Tchernichovski, Partha P. Mitra:
Dynamic phenotypes - Time series analysis techniques for characterizing neuronal and behavioral dynamics. Neuroinformatics 4(1): 119-128 (2006) - [j4]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): 1678-1687 (2006) - [j3]Partha P. Mitra, Hiren Maniar:
Concentration maximization and local basis expansions (LBEX) for linear inverse problems. IEEE Trans. Biomed. Eng. 53(9): 1775-1782 (2006) - [c1]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: 1007-1016 - 2005
- [j2]Karin Sigloch, Michael R. Andrews, Partha P. Mitra, David J. Thomson:
Communicating over nonstationary nonflat wireless channels. IEEE Trans. Signal Process. 53(6): 2216-2227 (2005) - 2001
- [j1]M. R. Jarvis, Partha P. Mitra:
Sampling Properties of the Spectrum and Coherency of Sequences of Action Potentials. Neural Comput. 13(4): 717-749 (2001)
Coauthor Index
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