Vikas K. Garg
According to our database^{1},
Vikas K. Garg
authored at least 32 papers
between 2009 and 2020.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis OtherLinks
Homepage:

at mit.edu
On csauthors.net:
Bibliography
2020
Generalization and Representational Limits of Graph Neural Networks.
CoRR, 2020
Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization.
CoRR, 2020
2019
Multiresolution Transformer Networks: Recurrence is Not Essential for Modeling Hierarchical Structure.
CoRR, 2019
Strategic Prediction with Latent Aggregative Games.
CoRR, 2019
Generative Models for GraphBased Protein Design.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Online Markov Decoding: Lower Bounds and NearOptimal Approximation Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Solving graph compression via optimal transport.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
Peek Search: NearOptimal Online Markov Decoding.
CoRR, 2018
Sparse MultiPrototype Classification.
Proceedings of the ThirtyFourth Conference on Uncertainty in Artificial Intelligence, 2018
Learning SMaLL Predictors.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
2017
Supervising Unsupervised Learning.
CoRR, 2017
Local Aggregative Games.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
MetaUnsupervisedLearning: A supervised approach to unsupervised learning.
CoRR, 2016
Learning Tree Structured Potential Games.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
CRAFT: ClusteRspecific Assorted Feature selecTion.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
DEEPCARVING: Discovering visual attributes by carving deep neural nets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Multiresolution Matrix Factorization.
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
Novel Biobjective Clustering (BiGC) Based on Cooperative Game Theory.
IEEE Trans. Knowl. Data Eng., 2013
Adaptivity to Local Smoothness and Dimension in Kernel Regression.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 58, 2013
Link Label Prediction in Signed Social Networks.
Proceedings of the IJCAI 2013, 2013
Multiregularization for Fuzzy Coclustering.
Proceedings of the Neural Information Processing  20th International Conference, 2013
Online Optimization with Dynamic Temporal Uncertainty: Incorporating Short Term Predictions for Renewable Integration in Intelligent Energy Systems.
Proceedings of the TwentySeventh AAAI Conference on Artificial Intelligence, 2013
2012
Prediction based storage management in the smart grid.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012
Online optimization for the smart (micro) grid.
Proceedings of the 3rd International Conference on EnergyEfficient Computing and Networking, 2012
2011
High throughput data redundancy removal algorithm with scalable performance.
Proceedings of the High Performance Embedded Architectures and Compilers, 2011
2010
EcoSupply: A Machine Learning Framework for Analyzing the Impact of Ecosystem on Global Supply Chain Dynamics.
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
EPIC: Efficient Integration of Partitional Clustering Algorithms for Classification.
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
Toward Optimal Disk Layout of Genome Scale Suffix Trees.
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
Highly scalable parallel collaborative filtering algorithm.
Proceedings of the 2010 International Conference on High Performance Computing, 2010
Realtime memory efficient data redundancy removal algorithm.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Feature subspace SVMs (FSSVMs) for high dimensional handwritten digit recognition.
IJDMMM, 2009
RACK: RApid clustering using Kmeans algorithm.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2009