Sundararajan Sellamanickam

45 papers A* 9A 8Misc 1Journal 21Unranked 6

Year	Rank	Type	Title / Venue / Authors
2023	A*	`conf`	FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations. NeurIPS Chanakya Ekbote, Ajinkya Pankaj Deshpande, Arun Iyer, Sundararajan Sellamanickam, Ramakrishna Bairi
2023	J	`jnl`	FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations. CoRR Chanakya Ekbote, Ajinkya Pankaj Deshpande, Arun Iyer, Ramakrishna Bairi, Sundararajan Sellamanickam
2023	A*	`conf`	Simulating Network Paths with Recurrent Buffering Units. AAAI Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam, Venkat N. Padmanabhan
2022	—	`conf`	A Piece-Wise Polynomial Filtering Approach for Graph Neural Networks. ECML/PKDD (2) Vijay Lingam, Manan Sharma, Chanakya Ekbote, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam
2022	—	`conf`	Data-Driven Network Path Simulation with iBox. SIGMETRICS (Abstracts) Sachin Ashok, Shubham Tiwari, Nagarajan Natarajan, Venkata N. Padmanabhan, Sundararajan Sellamanickam
2022	J	`jnl`	Data-Driven Network Path Simulation with iBox. Proc. ACM Meas. Anal. Comput. Syst. Sachin Ashok, Shubham Tiwari, Nagarajan Natarajan, Venkata N. Padmanabhan, Sundararajan Sellamanickam
2022	A*	`conf`	IGLU: Efficient GCN Training via Lazy Updates. ICLR S. Deepak Narayanan, Aditya Sinha, Prateek Jain, Purushottam Kar, Sundararajan Sellamanickam
2022	J	`jnl`	Simulating Network Paths with Recurrent Buffering Units. CoRR Divyam Anshumaan, Sriram Balasubramanian, Shubham Tiwari, Nagarajan Natarajan, Sundararajan Sellamanickam, Venkata N. Padmanabhan
2021	J	`jnl`	A Piece-wise Polynomial Filtering Approach for Graph Neural Networks. CoRR Vijay Lingam, Chanakya Ekbote, Manan Sharma, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam
2021	J	`jnl`	Effective Eigendecomposition based Graph Adaptation for Heterophilic Networks. CoRR Vijay Lingam, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam
2021	A	`conf`	HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification. WSDM Rahul Ragesh, Sundararajan Sellamanickam, Arun Iyer, Ramakrishna Bairi, Vijay Lingam
2021	J	`jnl`	IGLU: Efficient GCN Training via Lazy Updates. CoRR S. Deepak Narayanan, Aditya Sinha, Prateek Jain, Purushottam Kar, Sundararajan Sellamanickam
2021	J	`jnl`	Simple Truncated SVD based Model for Node Classification on Heterophilic Graphs. CoRR Vijay Lingam, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam
2021	J	`jnl`	User Embedding based Neighborhood Aggregation Method for Inductive Recommendation. CoRR Rahul Ragesh, Sundararajan Sellamanickam, Vijay Lingam, Arun Iyer, Ramakrishna Bairi
2020	J	`jnl`	A Graph Convolutional Network Composition Framework for Semi-supervised Classification. CoRR Rahul Ragesh, Sundararajan Sellamanickam, Vijay Lingam, Arun Iyer
2020	J	`jnl`	HeteGCN: Heterogeneous Graph Convolutional Networks for Text Classification. CoRR Rahul Ragesh, Sundararajan Sellamanickam, Arun Iyer, Ramakrishna Bairi, Vijay Lingam
2020	Misc	`conf`	iBox: Internet in a Box. HotNets Sachin Ashok, Sai Surya Duvvuri, Nagarajan Natarajan, Venkata N. Padmanabhan, Sundararajan Sellamanickam, Johannes Gehrke
2018	J	`jnl`	An efficient distributed learning algorithm based on effective local functional approximations. J. Mach. Learn. Res. Dhruv Mahajan, Nikunj Agrawal, S. Sathiya Keerthi, Sundararajan Sellamanickam, Léon Bottou
2017	J	`jnl`	Efficient Estimation of Generalization Error and Bias-Variance Components of Ensembles. CoRR Dhruv Mahajan, Vivek Gupta, S. Sathiya Keerthi, Sundararajan Sellamanickam, Shravan Narayanamurthy, Rahul Kidambi
2016	A	`conf`	Hashtag Recommendation for Enterprise Applications. CIKM Dhruv Mahajan, Vishwajit Kolathur, Chetan Bansal, Suresh Parthasarathy, Sundararajan Sellamanickam, S. Sathiya Keerthi, Johannes Gehrke
2016	J	`jnl`	Learning Semantically Coherent and Reusable Kernels in Convolution Neural Nets for Sentence Classification. CoRR Madhusudan Lakshmana, Sundararajan Sellamanickam, Shirish K. Shevade, Sathiya Keerthi Selvaraj
2015	A*	`conf`	Learning a Hierarchical Monitoring System for Detecting and Diagnosing Service Issues. KDD Vinod Nair, Ameya Raul, Shwetabh Khanduja, Vikas Bahirwani, Sundararajan Sellamanickam, S. Sathiya Keerthi, Steve Herbert, Sudheer Dhulipalla
2013	J	`jnl`	A Quantitative Evaluation Framework for Missing Value Imputation Algorithms. CoRR Vinod Nair, Rahul Kidambi, Sundararajan Sellamanickam, S. Sathiya Keerthi, Johannes Gehrke, Vijay Narayanan
2013	J	`jnl`	A Structured Prediction Approach for Missing Value Imputation. CoRR Rahul Kidambi, Vinod Nair, Sundararajan Sellamanickam, S. Sathiya Keerthi
2013	J	`jnl`	Large Margin Semi-supervised Structured Output Learning. CoRR P. Balamurugan, Shirish K. Shevade, Sundararajan Sellamanickam
2013	A	`conf`	Sparse Max-Margin Multiclass and Multi-label Classifier Design for Fast Inference. SDM Tanuja Ganu, Sundararajan Sellamanickam, Shirish K. Shevade
2012	A*	`conf`	A Classification Based Framework for Concept Summarization. ICDM Dhruv Mahajan, Sundararajan Sellamanickam, Subhajit Sanyal, Amit Madaan
2012	A*	`conf`	A unified approach to learning task-specific bit vector representations for fast nearest neighbor search. WWW Vinod Nair, Dhruv Kumar Mahajan, Sundararajan Sellamanickam
2012	J	`jnl`	An Additive Model View to Sparse Gaussian Process Classifier Design CoRR Sundararajan Sellamanickam, Shirish K. Shevade
2012	A	`conf`	Deterministic Annealing for Semi-Supervised Structured Output Learning. AISTATS Paramveer S. Dhillon, S. Sathiya Keerthi, Kedar Bellare, Olivier Chapelle, Sundararajan Sellamanickam
2012	J	`jnl`	Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses CoRR Sathiya Keerthi Selvaraj, Sundararajan Sellamanickam, Shirish K. Shevade
2012	—	`conf`	Extension of TSVM to Multi-Class and Hierarchical Text Classification Problems With General Losses. COLING (Posters) Sathiya Keerthi Selvaraj, Sundararajan Sellamanickam, Shirish K. Shevade
2012	J	`jnl`	Graph Based Classification Methods Using Inaccurate External Classifier Information CoRR Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
2012	A*	`conf`	Learning hierarchical similarity metrics. CVPR Nakul Verma, Dhruv Mahajan, Sundararajan Sellamanickam, Vinod Nair
2012	J	`jnl`	Predictive Approaches For Gaussian Process Classifier Model Selection CoRR Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
2012	A	`conf`	Regularized Structured Output Learning with Partial Labels. SDM Sundararajan Sellamanickam, Charu Tiwari, Sathiya Keerthi Selvaraj
2012	J	`jnl`	Transductive Classification Methods for Mixed Graphs CoRR Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
2011	—	`conf`	A Game Theoretic Approach for Feature Clustering and Its Application to Feature Selection. PAKDD (1) Dinesh Garg, Sundararajan Sellamanickam, Shirish K. Shevade
2011	—	`conf`	A classification based framework for concept summarization. WWW (Companion Volume) Dhruv Kumar Mahajan, Sundararajan Sellamanickam, Subhajit Sanyal, Amit Madaan
2011	A*	`conf`	A joint learning framework for attribute models and object descriptions. ICCV Dhruv Kumar Mahajan, Sundararajan Sellamanickam, Vinod Nair
2011	A	`conf`	A pairwise ranking based approach to learning with positive and unlabeled examples. CIKM Sundararajan Sellamanickam, Priyanka Garg, Sathiya Keerthi Selvaraj
2011	A	`conf`	Semi-supervised SVMs for classification with unknown class proportions and a small labeled dataset. CIKM Sathiya Keerthi Selvaraj, Bigyan Bhar, Sundararajan Sellamanickam, Shirish K. Shevade
2011	A	`conf`	Semi-supervised multi-task learning of structured prediction models for web information extraction. CIKM Paramveer S. Dhillon, Sundararajan Sellamanickam, Sathiya Keerthi Selvaraj
2011	—	`conf`	Web information extraction using Markov logic networks. WWW (Companion Volume) Sandeepkumar Satpal, Sahely Bhadra, Sundararajan Sellamanickam, Rajeev Rastogi, Prithviraj Sen
2011	A*	`conf`	Web information extraction using markov logic networks. KDD Sandeepkumar Satpal, Sahely Bhadra, Sundararajan Sellamanickam, Rajeev Rastogi, Prithviraj Sen