Himanshu Asnani

65 papers A* 4A 4B 12Misc 2Journal 37Unranked 6

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Generalized Submodular Information Measures: Theoretical Properties, Examples, Optimization Algorithms, and Applications. IEEE Trans. Inf. Theory Rishabh K. Iyer, Ninad Khargonkar, Jeff A. Bilmes, Himanshu Asnani
2022	J	`jnl`	scRAE: Deterministic Regularized Autoencoders With Flexible Priors for Clustering Single-Cell Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, Prathosh AP
2021	A	`conf`	FlexAE: flexibly learning latent priors for wasserstein auto-encoders. UAI Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, A. P. Prathosh
2021	B	`conf`	Independence Properties of Generalized Submodular Information Measures. ISIT Himanshu Asnani, Jeff A. Bilmes, Rishabh K. Iyer
2021	J	`jnl`	Independence Properties of Generalized Submodular Information Measures. CoRR Himanshu Asnani, Jeff A. Bilmes, Rishabh K. Iyer
2021	B	`conf`	Rényi Divergence Based Bounds on Generalization Error. ITW Eeshan Modak, Himanshu Asnani, Vinod M. Prabhakaran
2021	J	`jnl`	ScRAE: Deterministic Regularized Autoencoders with Flexible Priors for Clustering Single-cell Gene Expression Data. CoRR Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, Prathosh AP
2020	J	`jnl`	A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures. CoRR Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff A. Bilmes, Himanshu Asnani, Rishabh K. Iyer
2020	A	`conf`	C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation. UAI Arnab Kumar Mondal, Arnab Bhattacharjee, Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan, Prathosh A. P.
2020	J	`jnl`	C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation. CoRR Arnab Kumar Mondal, Arnab Bhattacharya, Sudipto Mukherjee, Sreeram Kannan, Himanshu Asnani, Prathosh AP
2020	Misc	`conf`	Feedback Turbo Autoencoder. ICASSP Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sewoong Oh, Sreeram Kannan, Pramod Viswanath
2020	—	`conf`	Joint Channel Coding and Modulation via Deep Learning. SPAWC Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
2020	J	`jnl`	LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks. IEEE J. Sel. Areas Inf. Theory Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
2020	A	`conf`	MaskAAE: Latent space optimization for Adversarial Auto-Encoders. UAI Arnab Kumar Mondal, Sankalan Pal Chowdhury, Aravind Jayendran, Himanshu Asnani, Parag Singla, Prathosh A. P.
2020	J	`jnl`	To Regularize or Not To Regularize? The Bias Variance Trade-off in Regularized AEs. CoRR Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, Prathosh AP
2019	A	`conf`	CCMI : Classifier based Conditional Mutual Information Estimation. UAI Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan
2019	J	`jnl`	CCMI : Classifier based Conditional Mutual Information Estimation. CoRR Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan
2019	A*	`conf`	ClusterGAN: Latent Space Clustering in Generative Adversarial Networks. AAAI Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan
2019	—	`conf`	DEEPTURBO: Deep Turbo Decoder. SPAWC Yihan Jiang, Sreeram Kannan, Hyeji Kim, Sewoong Oh, Himanshu Asnani, Pramod Viswanath
2019	J	`jnl`	DeepTurbo: Deep Turbo Decoder. CoRR Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
2019	—	`conf`	LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks. ICC Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
2019	—	`conf`	MIND: Model Independent Neural Decoder. SPAWC Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan
2019	Misc	`conf`	On the Sum-capacity of Compound MAC Models with Distributed CSI and Unknown Fading Statistics. CISS Debarnab Mitra, Himanshu Asnani, Sibi Raj B. Pillai
2019	J	`jnl`	Towards Latent Space Optimality for Auto-Encoder Based Generative Models. CoRR Arnab Kumar Mondal, Sankalan Pal Chowdhury, Aravind Jayendran, Parag Singla, Himanshu Asnani, Prathosh A. P.
2019	A*	`conf`	Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels. NeurIPS Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
2019	J	`jnl`	Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels. CoRR Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
2018	J	`jnl`	ClusterGAN : Latent Space Clustering in Generative Adversarial Networks. CoRR Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan
2018	A*	`conf`	Estimators for Multivariate Information Measures in General Probability Spaces. NeurIPS Arman Rahimzamani, Himanshu Asnani, Pramod Viswanath, Sreeram Kannan
2018	J	`jnl`	Estimators for Multivariate Information Measures in General Probability Spaces. CoRR Arman Rahimzamani, Himanshu Asnani, Pramod Viswanath, Sreeram Kannan
2018	J	`jnl`	LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks. CoRR Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
2018	J	`jnl`	Mimic and Classify : A meta-algorithm for Conditional Independence Testing. CoRR Rajat Sen, Karthikeyan Shanmugam, Himanshu Asnani, Arman Rahimzamani, Sreeram Kannan
2015	J	`jnl`	Network Compression: Worst Case Analysis. IEEE Trans. Inf. Theory Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
2014	J	`jnl`	Capacity of a POST Channel With and Without Feedback. IEEE Trans. Inf. Theory Haim Henri Permuter, Himanshu Asnani, Tsachy Weissman
2014	J	`jnl`	Information Embedding on Actions. IEEE Trans. Inf. Theory Behzad Ahmadi, Himanshu Asnani, Osvaldo Simeone, Haim H. Permuter
2014	J	`jnl`	To Feed or Not to Feedback. IEEE Trans. Inf. Theory Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2013	J	`jnl`	Capacity of a POST Channel with and without Feedback. CoRR Haim H. Permuter, Himanshu Asnani, Tsachy Weissman
2013	B	`conf`	Capacity of a POST channel with and without feedback. ISIT Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2013	B	`conf`	Information embedding on actions. ISIT Behzad Ahmadi, Himanshu Asnani, Osvaldo Simeone, Haim H. Permuter
2013	J	`jnl`	Multiple-Access Channel With Partial and Controlled Cribbing Encoders. IEEE Trans. Inf. Theory Himanshu Asnani, Haim H. Permuter
2013	J	`jnl`	Multiterminal Source Coding With Action-Dependent Side Information. IEEE Trans. Inf. Theory Yeow-Khiang Chia, Himanshu Asnani, Tsachy Weissman
2013	J	`jnl`	Network Compression: Worst-Case Analysis CoRR Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
2013	B	`conf`	Network compression: Worst-case analysis. ISIT Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
2013	B	`conf`	Operational extremality of Gaussianity in network compression, communication, and coding. ITW Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
2013	J	`jnl`	QualComp: a new lossy compressor for quality scores based on rate distortion theory. BMC Bioinform. Idoia Ochoa, Himanshu Asnani, Dinesh Bharadia, Mainak Chowdhury, Tsachy Weissman, Golan Yona
2013	J	`jnl`	Real-Time Coding With Limited Lookahead. IEEE Trans. Inf. Theory Himanshu Asnani, Tsachy Weissman
2013	J	`jnl`	Successive Refinement With Decoder Cooperation and Its Channel Coding Duals. IEEE Trans. Inf. Theory Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2012	J	`jnl`	Information Embedding on Actions CoRR Behzad Ahmadi, Himanshu Asnani, Osvaldo Simeone, Haim H. Permuter
2012	J	`jnl`	Lossy Compression of Quality Values via Rate Distortion Theory CoRR Himanshu Asnani, Dinesh Bharadia, Mainak Chowdhury, Idoia Ochoa, Itai Sharon, Tsachy Weissman
2012	J	`jnl`	Successive Refinement with Decoder Cooperation and its Channel Coding Duals CoRR Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2012	B	`conf`	Successive refinement with cribbing decoders and its channel coding duals. ISIT Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2012	J	`jnl`	Worst-Case Source for Distributed Compression with Quadratic Distortion CoRR Ilan Shomorony, Amir Salman Avestimehr, Himanshu Asnani, Tsachy Weissman
2012	B	`conf`	Worst-case source for distributed compression with quadratic distortion. ITW Ilan Shomorony, Amir Salman Avestimehr, Himanshu Asnani, Tsachy Weissman
2011	J	`jnl`	Multi-Terminal Source Coding With Action Dependent Side Information CoRR Yeow-Khiang Chia, Himanshu Asnani, Tsachy Weissman
2011	B	`conf`	Multi-terminal source coding with action dependent side information. ISIT Yeow-Khiang Chia, Himanshu Asnani, Tsachy Weissman
2011	J	`jnl`	Multiple Access Channel with Partial and Controlled Cribbing Encoders CoRR Haim H. Permuter, Himanshu Asnani
2011	B	`conf`	Multiple access channel with partial and controlled cribbing encoders. ISIT Himanshu Asnani, Haim H. Permuter
2011	J	`jnl`	On Real Time Coding with Limited Lookahead CoRR Himanshu Asnani, Tsachy Weissman
2011	—	`conf`	On real time coding with limited lookahead. Allerton Himanshu Asnani, Tsachy Weissman
2011	J	`jnl`	Probing Capacity. IEEE Trans. Inf. Theory Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2011	B	`conf`	To feed or not to feed back. ISIT Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2010	A*	`conf`	Learning to Optimally Exploit Multi-Channel Diversity in Wireless Systems. INFOCOM Prasanna Chaporkar, Alexandre Proutière, Himanshu Asnani
2010	J	`jnl`	Probing Capacity CoRR Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2010	J	`jnl`	To Feed or Not to Feed Back CoRR Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2010	—	`conf`	To observe or not to observe the channel state. Allerton Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
2009	B	`conf`	Scheduling with limited information in wireless systems. MobiHoc Prasanna Chaporkar, Alexandre Proutière, Himanshu Asnani, Abhay Karandikar