Karthik S. Gurumoorthy

55 papers A* 4B 2Misc 2Journal 31Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	3-Dimensional CryoEM Pose Estimation and Shift Correction Pipeline. CoRR Kaishva Chintan Shah, Virajith Boddapati, Karthik S. Gurumoorthy, Sandip Kaledhonkar, Ajit Rajwade
2025	J	`jnl`	Signal reconstruction from samples at unknown locations with application to 2D unknown view tomography. Signal Process. Sheel Shah, Kaishva Shah, Karthik S. Gurumoorthy, Ajit Rajwade
2025	Misc	`conf`	Two-Dimensional Unknown View Tomography from Unknown Angle Distributions. ICASSP Kaishva Chintan Shah, Karthik S. Gurumoorthy, Ajit Rajwade
2025	J	`jnl`	Two-Dimensional Unknown View Tomography from Unknown Angle Distributions. CoRR Kaishva Shah, Karthik S. Gurumoorthy, Ajit Rajwade
2024	J	`jnl`	Revisiting stochastic submodular maximization with cardinality constraint: A bandit perspective. Trans. Mach. Learn. Res. Pratik Jawanpuria, Bamdev Mishra, Karthik S. Gurumoorthy
2024	J	`jnl`	Submodular Framework for Structured-Sparse Optimal Transport. CoRR Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, Saketha Nath Jagarlapudi, Bamdev Mishra
2024	A*	`conf`	Submodular framework for structured-sparse optimal transport. ICML Piyushi Manupriya, Pratik Jawanpuria, Karthik S. Gurumoorthy, Saketha Nath Jagarlapudi, Bamdev Mishra
2023	—	`conf`	A Scalable Solution for the Extended Multi-channel Facility Location Problem. ECML/PKDD (4) Etika Agarwal, Karthik S. Gurumoorthy, Ankit Ajit Jain, Shantala Manchenahally
2023	J	`jnl`	Analysis of Tomographic Reconstruction of 2D Images using the Distribution of Unknown Projection Angles. CoRR Sheel Shah, Karthik S. Gurumoorthy, Ajit Rajwade
2023	J	`jnl`	Cooperative Multi-Agent Reinforcement Learning for Inventory Management. CoRR Madhav Khirwar, Karthik S. Gurumoorthy, Ankit Ajit Jain, Shantala Manchenahally
2023	—	`conf`	Cooperative Multi-agent Reinforcement Learning for Inventory Management. ECML/PKDD (6) Madhav Khirwar, Karthik S. Gurumoorthy, Ankit Ajit Jain, Shantala Manchenahally
2023	J	`jnl`	Estimating Joint Probability Distribution With Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries. CoRR Pranava Singhal, Waqar Mirza, Ajit Rajwade, Karthik S. Gurumoorthy
2023	—	`conf`	Estimating Joint Probability Distribution with Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries. EUSIPCO Pranava Singhal, Waqar Mirza, Ajit Rajwade, Karthik S. Gurumoorthy
2022	J	`jnl`	A decision-tree framework to select optimal box-sizes for product shipments. CoRR Karthik S. Gurumoorthy, Abhiraj Hinge
2022	—	`conf`	Go Green: A Decision-Tree Framework to Select Optimal Box-Sizes for Product Shipments. ECML/PKDD (5) Karthik S. Gurumoorthy, Abhiraj Hinge
2022	J	`jnl`	Individual Treatment Effect Estimation Through Controlled Neural Network Training in Two Stages. CoRR Naveen Nair, Karthik S. Gurumoorthy, Dinesh Mandalapu
2022	—	`conf`	Joint Probability Estimation U sing Tensor Decomposition and Dictionaries. EUSIPCO Shaan Ul Haque, Ajit Rajwade, Karthik S. Gurumoorthy
2022	J	`jnl`	Joint Probability Estimation Using Tensor Decomposition and Dictionaries. CoRR Shaan Ul Haque, Ajit Rajwade, Karthik S. Gurumoorthy
2021	—	`conf`	Recovery of Joint Probability Distribution from One-Way Marginals: Low Rank Tensors and Random Projections. SSP Jian Vora, Karthik S. Gurumoorthy, Ajit Rajwade
2021	J	`jnl`	Recovery of Joint Probability Distribution from one-way marginals: Low rank Tensors and Random Projections. CoRR Jian Vora, Karthik S. Gurumoorthy, Ajit Rajwade
2021	—	`conf`	SPOT: A Framework for Selection of Prototypes Using Optimal Transport. ECML/PKDD (4) Karthik S. Gurumoorthy, Pratik Jawanpuria, Bamdev Mishra
2021	J	`jnl`	SPOT: A framework for selection of prototypes using optimal transport. CoRR Karthik S. Gurumoorthy, Pratik Jawanpuria, Bamdev Mishra
2021	J	`jnl`	Two penalized estimators based on variance stabilization transforms for sparse compressive recovery with Poisson measurement noise. Signal Process. Ajit Rajwade, Karthik S. Gurumoorthy
2020	A*	`conf`	Classifier Invariant Approach to Learn from Positive-Unlabeled Data. ICDM Amit Dhurandhar, Karthik S. Gurumoorthy
2020	—	`conf`	Think Out of the Package: Recommending Package Types for E-Commerce Shipments. ECML/PKDD (5) Karthik S. Gurumoorthy, Subhajit Sanyal, Vineet Chaoji
2020	J	`jnl`	Think out of the package: Recommending package types for e-commerce shipments. CoRR Karthik S. Gurumoorthy, Subhajit Sanyal, Vineet Chaoji
2019	J	`jnl`	Dealing with frequency perturbations in compressive reconstructions with Fourier sensing matrices. Signal Process. Himanshu Pandotra, Eeshan Malhotra, Ajit Rajwade, Karthik S. Gurumoorthy
2019	A*	`conf`	Efficient Data Representation by Selecting Prototypes with Importance Weights. ICDM Karthik S. Gurumoorthy, Amit Dhurandhar, Guillermo A. Cecchi, Charu C. Aggarwal
2019	J	`jnl`	Using an Information Theoretic Metric for Compressive Recovery under Poisson Noise. Signal Process. Sukanya Patil, Karthik S. Gurumoorthy, Ajit Rajwade
2018	—	`conf`	Perturbed Compressed Sensing Based Single Snapshot DOA Estimation. GlobalSIP Himanshu Pandotra, Rajbabu Velmurugan, Karthik S. Gurumoorthy, Ajit Rajwade
2018	—	`conf`	Signal Recovery in Perturbed Fourier Compressed Sensing. GlobalSIP Himanshu Pandotra, Eeshan Malhotra, Ajit Rajwade, Karthik S. Gurumoorthy
2018	J	`jnl`	Streaming Methods for Restricted Strongly Convex Functions with Applications to Prototype Selection. CoRR Karthik S. Gurumoorthy, Amit Dhurandhar
2017	J	`jnl`	Degenerate Kalman Filter Error Covariances and Their Convergence onto the Unstable Subspace. SIAM/ASA J. Uncertain. Quantification Marc Bocquet, Karthik S. Gurumoorthy, Amit Apte, Alberto Carrassi, Colin Grudzien, Christopher K. R. T. Jones
2017	J	`jnl`	ProtoDash: Fast Interpretable Prototype Selection. CoRR Karthik S. Gurumoorthy, Amit Dhurandhar, Guillermo A. Cecchi
2017	J	`jnl`	Rank Deficiency of Kalman Error Covariance Matrices in Linear Time-Varying System With Deterministic Evolution. SIAM J. Control. Optim. Karthik S. Gurumoorthy, Colin Grudzien, Amit Apte, Alberto Carrassi, Christopher K. R. T. Jones
2017	J	`jnl`	Signal Recovery in Perturbed Fourier Compressed Sensing. CoRR Eeshan Malhotra, Himanshu Pandotra, Ajit Rajwade, Karthik S. Gurumoorthy
2017	Misc	`conf`	Stronger recovery guarantees for sparse signals exploiting coherence structure in dictionaries. ICASSP Eeshan Malhotra, Karthik S. Gurumoorthy, Ajit Rajwade
2015	J	`jnl`	Sensitivity Analysis for additive STDP rule. CoRR Subhajit Sengupta, Karthik S. Gurumoorthy, Arunava Banerjee
2014	—	`conf`	A Schrödinger formalism for simultaneously computing the Euclidean distance transform and its gradient density. ICVGIP Karthik S. Gurumoorthy, Anand Rangarajan
2014	J	`jnl`	A fast eikonal equation solver using the Schrödinger wave equation. CoRR Karthik S. Gurumoorthy, Anand Rangarajan
2014	—	`conf`	A new energy minimization framework and sparse linear system for path planning and shape from shading. ICVGIP Adrian M. Peter, Karthik S. Gurumoorthy, Mark Moyou, Anand Rangarajan
2014	—	`conf`	Automatic Determination of Anatomical Correspondences for Multimodal Field of View Correction. GCPR Hima Patel, Karthik S. Gurumoorthy, Sheshadri R. Thiruvenkadam
2014	J	`jnl`	Symmetric Submodular Clustering with Actionable Constraint. CoRR Amit Dhurandhar, Karthik S. Gurumoorthy
2013	J	`jnl`	On the dynamic compressibility of sets CoRR Karthik S. Gurumoorthy
2012	J	`jnl`	Directly Measuring Material Proportions Using Hyperspectral Compressive Sensing. IEEE Geosci. Remote. Sens. Lett. Alina Zare, Paul D. Gader, Karthik S. Gurumoorthy
2012	J	`jnl`	Distance Transform Gradient Density Estimation Using the Stationary Phase Approximation. SIAM J. Math. Anal. Karthik S. Gurumoorthy, Anand Rangarajan
2012	A*	`conf`	The Schrödinger distance transform (SDT) for point-sets and curves. CVPR Manu Sethi, Anand Rangarajan, Karthik S. Gurumoorthy
2011	B	`conf`	Color Image Compression Using a Learned Dictionary of Pairs of Orthonormal Bases. DCC Xin Hou, Karthik S. Gurumoorthy, Ajit Rajwade
2011	J	`jnl`	Fast convolution-based methods for computing the signed distance function and its derivatives CoRR Karthik S. Gurumoorthy, Anand Rangarajan, Manu Sethi
2011	—	`conf`	The Complex Wave Representation of Distance Transforms. EMMCVPR Karthik S. Gurumoorthy, Anand Rangarajan, Arunava Banerjee
2010	J	`jnl`	A Method for Compact Image Representation Using Sparse Matrix and Tensor Projections Onto Exemplar Orthonormal Bases. IEEE Trans. Image Process. Karthik S. Gurumoorthy, Ajit Rajwade, Arunava Banerjee, Anand Rangarajan
2009	—	`conf`	A Schrödinger Equation for the Fast Computation of Approximate Euclidean Distance Functions. SSVM Karthik S. Gurumoorthy, Anand Rangarajan
2009	—	`conf`	A Schrödinger Wave Equation Approach to the Eikonal Equation: Application to Image Analysis. EMMCVPR Anand Rangarajan, Karthik S. Gurumoorthy
2009	J	`jnl`	Dynamics of 2-worker bucket brigade assembly line with blocking and instantaneous walk-back. Oper. Res. Lett. Karthik S. Gurumoorthy, Arunava Banerjee, Anand A. Paul
2008	B	`conf`	Beyond SVD: Sparse projections onto exemplar orthonormal bases for compact image representation. ICPR Karthik S. Gurumoorthy, Ajit Rajwade, Arunava Banerjee, Anand Rangarajan