Partha P. Mitra
According to our database1, Partha P. Mitra authored at least 40 papers between 2001 and 2021.
Legend:Book In proceedings Article PhD thesis Other
Fitting elephants in modern machine learning by statistically consistent interpolation.
Nat. Mach. Intell., 2021
Parameter-free Statistically Consistent Interpolation: Dimension-independent Convergence Rates for Hilbert kernel regression.
ConnExt-BioBERT: Leveraging Transfer Learning for Brain-Connectivity Extraction from Neuroscience Articles.
Proceedings of the Brain Informatics - 14th International Conference, 2021
Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder-decoder deep networks.
Nat. Mach. Intell., 2020
Detection and skeletonization of single neurons and tracer injections using topological methods.
On Fundamental Limitations of Dynamic Feedback Control in Regular Large-Scale Networks.
IEEE Trans. Autom. Control., 2019
Signal Process., 2019
Understanding overfitting peaks in generalization error: Analytical risk curves for l<sub>2</sub> and l<sub>1</sub> penalized interpolation.
3D Mapping of Serial Histology Sections with Anomalies Using a Novel Robust Deformable Registration Algorithm.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
On variational solutions for whole brain serial-section histology using a Sobolev prior in the computational anatomy random orbit model.
PLoS Comput. Biol., 2018
Topological Skeletonization and Tree-Summarization of Neurons Using Discrete Morse Theory.
Fast Convergence for Stochastic and Distributed Gradient Descent in the Interpolation Limit.
Proceedings of the 26th European Signal Processing Conference, 2018
Performance of Image Matching in the Computational Anatomy Gateway: CPU and GPU Implementations in OpenCL.
Proceedings of the Practice and Experience in Advanced Research Computing 2017: Sustainability, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Case Representation and Retrieval Techniques for Neuroanatomical Connectivity Extraction from PubMed.
Proceedings of the Case-Based Reasoning Research and Development, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Critical behavior and universality classes for an algorithmic phase transition in sparse reconstruction.
Computational neuroanatomy and co-expression of genes in the adult mouse brain, analysis tools for the Allen Brain Atlas.
Quant. Biol., 2013
Coherence in Large-Scale Networks: Dimension-Dependent Limitations of Local Feedback.
IEEE Trans. Autom. Control., 2012
Computational neuroanatomy and gene expression: Optimal sets of marker genes for brain regions.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
A Proposal for a Coordinated Effort for the Determination of Brainwide Neuroanatomical Connectivity in Model Organisms at a Mesoscopic Scale.
PLoS Comput. Biol., 2009
Proceedings of the Applications of Computational Intelligence in Biology: Current Trends and Open Problems, 2008
Effect of topological dimension on rigidity of vehicle formations: Fundamental limitations of local feedback.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
NIH Conference on Knowledge Environments for Biomedical Research (December 11-12, 2006).
IEEE Multim., 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Concentration maximization and local basis expansions (LBEX) for linear inverse problems.
IEEE Trans. Biomed. Eng., 2006
IEEE Trans. Biomed. Eng., 2006
Dynamic phenotypes - Time series analysis techniques for characterizing neuronal and behavioral dynamics.
Proceedings of the 14th ACM International Conference on Multimedia, 2006
IEEE Trans. Signal Process., 2005
Neural Comput., 2001