Himanshu Asnani

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 31

Top Topics

Worst Case Analysis

Gene Expression

Conditional Mutual Information

Top Venues

IEEE Trans. Inf. Theory

Publications

Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, Prathosh AP
scRAE: Deterministic Regularized Autoencoders With Flexible Priors for Clustering Single-Cell Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (5) (2022)
Rishabh K. Iyer, Ninad Khargonkar, Jeff A. Bilmes, Himanshu Asnani
Generalized Submodular Information Measures: Theoretical Properties, Examples, Optimization Algorithms, and Applications. IEEE Trans. Inf. Theory 68 (2) (2022)
Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, Prathosh AP
ScRAE: Deterministic Regularized Autoencoders with Flexible Priors for Clustering Single-cell Gene Expression Data. CoRR (2021)
Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, A. P. Prathosh
FlexAE: flexibly learning latent priors for wasserstein auto-encoders. UAI (2021)
Eeshan Modak, Himanshu Asnani, Vinod M. Prabhakaran
Rényi Divergence Based Bounds on Generalization Error. ITW (2021)
Himanshu Asnani, Jeff A. Bilmes, Rishabh K. Iyer
Independence Properties of Generalized Submodular Information Measures. CoRR (2021)
Himanshu Asnani, Jeff A. Bilmes, Rishabh K. Iyer
Independence Properties of Generalized Submodular Information Measures. ISIT (2021)
Arnab Kumar Mondal, Arnab Bhattacharya, Sudipto Mukherjee, Sreeram Kannan, Himanshu Asnani, Prathosh AP
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation. CoRR (2020)
Arnab Kumar Mondal, Arnab Bhattacharjee, Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan, Prathosh A. P.
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation. UAI (2020)
Arnab Kumar Mondal, Sankalan Pal Chowdhury, Aravind Jayendran, Himanshu Asnani, Parag Singla, Prathosh A. P.
MaskAAE: Latent space optimization for Adversarial Auto-Encoders. UAI (2020)
Arnab Kumar Mondal, Himanshu Asnani, Parag Singla, Prathosh AP
To Regularize or Not To Regularize? The Bias Variance Trade-off in Regularized AEs. CoRR (2020)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sewoong Oh, Sreeram Kannan, Pramod Viswanath
Feedback Turbo Autoencoder. ICASSP (2020)
Vishal Kaushal, Suraj Kothawade, Ganesh Ramakrishnan, Jeff A. Bilmes, Himanshu Asnani, Rishabh K. Iyer
A Unified Framework for Generic, Query-Focused, Privacy Preserving and Update Summarization using Submodular Information Measures. CoRR (2020)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks. IEEE J. Sel. Areas Inf. Theory 1 (1) (2020)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
Joint Channel Coding and Modulation via Deep Learning. SPAWC (2020)
Debarnab Mitra, Himanshu Asnani, Sibi Raj B. Pillai
On the Sum-capacity of Compound MAC Models with Distributed CSI and Unknown Fading Statistics. CISS (2019)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels. CoRR (2019)
Yihan Jiang, Sreeram Kannan, Hyeji Kim, Sewoong Oh, Himanshu Asnani, Pramod Viswanath
DEEPTURBO: Deep Turbo Decoder. SPAWC (2019)
Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan
ClusterGAN: Latent Space Clustering in Generative Adversarial Networks. AAAI (2019)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan
MIND: Model Independent Neural Decoder. SPAWC (2019)
Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan
CCMI : Classifier based Conditional Mutual Information Estimation. UAI (2019)
Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan
CCMI : Classifier based Conditional Mutual Information Estimation. CoRR (2019)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels. NeurIPS (2019)
Arnab Kumar Mondal, Sankalan Pal Chowdhury, Aravind Jayendran, Parag Singla, Himanshu Asnani, Prathosh A. P.
Towards Latent Space Optimality for Auto-Encoder Based Generative Models. CoRR (2019)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
LEARN Codes: Inventing Low-Latency Codes via Recurrent Neural Networks. ICC (2019)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
DeepTurbo: Deep Turbo Decoder. CoRR (2019)
Rajat Sen, Karthikeyan Shanmugam, Himanshu Asnani, Arman Rahimzamani, Sreeram Kannan
Mimic and Classify : A meta-algorithm for Conditional Independence Testing. CoRR (2018)
Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan
ClusterGAN : Latent Space Clustering in Generative Adversarial Networks. CoRR (2018)
Yihan Jiang, Hyeji Kim, Himanshu Asnani, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks. CoRR (2018)
Arman Rahimzamani, Himanshu Asnani, Pramod Viswanath, Sreeram Kannan
Estimators for Multivariate Information Measures in General Probability Spaces. CoRR (2018)
Arman Rahimzamani, Himanshu Asnani, Pramod Viswanath, Sreeram Kannan
Estimators for Multivariate Information Measures in General Probability Spaces. NeurIPS (2018)
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
Network Compression: Worst Case Analysis. IEEE Trans. Inf. Theory 61 (7) (2015)
Haim Henri Permuter, Himanshu Asnani, Tsachy Weissman
Capacity of a POST Channel With and Without Feedback. IEEE Trans. Inf. Theory 60 (10) (2014)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
To Feed or Not to Feedback. IEEE Trans. Inf. Theory 60 (9) (2014)
Behzad Ahmadi, Himanshu Asnani, Osvaldo Simeone, Haim H. Permuter
Information Embedding on Actions. IEEE Trans. Inf. Theory 60 (11) (2014)
Yeow-Khiang Chia, Himanshu Asnani, Tsachy Weissman
Multiterminal Source Coding With Action-Dependent Side Information. IEEE Trans. Inf. Theory 59 (6) (2013)
Himanshu Asnani, Haim H. Permuter
Multiple-Access Channel With Partial and Controlled Cribbing Encoders. IEEE Trans. Inf. Theory 59 (4) (2013)
Idoia Ochoa, Himanshu Asnani, Dinesh Bharadia, Mainak Chowdhury, Tsachy Weissman, Golan Yona
QualComp: a new lossy compressor for quality scores based on rate distortion theory. BMC Bioinform. 14 (2013)
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
Network compression: Worst-case analysis. ISIT (2013)
Behzad Ahmadi, Himanshu Asnani, Osvaldo Simeone, Haim H. Permuter
Information embedding on actions. ISIT (2013)
Himanshu Asnani, Tsachy Weissman
Real-Time Coding With Limited Lookahead. IEEE Trans. Inf. Theory 59 (6) (2013)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
Capacity of a POST channel with and without feedback. ISIT (2013)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
Successive Refinement With Decoder Cooperation and Its Channel Coding Duals. IEEE Trans. Inf. Theory 59 (9) (2013)
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
Network Compression: Worst-Case Analysis CoRR (2013)
Haim H. Permuter, Himanshu Asnani, Tsachy Weissman
Capacity of a POST Channel with and without Feedback. CoRR (2013)
Himanshu Asnani, Ilan Shomorony, Amir Salman Avestimehr, Tsachy Weissman
Operational extremality of Gaussianity in network compression, communication, and coding. ITW (2013)
Ilan Shomorony, Amir Salman Avestimehr, Himanshu Asnani, Tsachy Weissman
Worst-Case Source for Distributed Compression with Quadratic Distortion CoRR (2012)
Ilan Shomorony, Amir Salman Avestimehr, Himanshu Asnani, Tsachy Weissman
Worst-case source for distributed compression with quadratic distortion. ITW (2012)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
Successive Refinement with Decoder Cooperation and its Channel Coding Duals CoRR (2012)
Behzad Ahmadi, Himanshu Asnani, Osvaldo Simeone, Haim H. Permuter
Information Embedding on Actions CoRR (2012)
Himanshu Asnani, Dinesh Bharadia, Mainak Chowdhury, Idoia Ochoa, Itai Sharon, Tsachy Weissman
Lossy Compression of Quality Values via Rate Distortion Theory CoRR (2012)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
Successive refinement with cribbing decoders and its channel coding duals. ISIT (2012)
Haim H. Permuter, Himanshu Asnani
Multiple Access Channel with Partial and Controlled Cribbing Encoders CoRR (2011)
Himanshu Asnani, Haim H. Permuter
Multiple access channel with partial and controlled cribbing encoders. ISIT (2011)
Yeow-Khiang Chia, Himanshu Asnani, Tsachy Weissman
Multi-Terminal Source Coding With Action Dependent Side Information CoRR (2011)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
Probing Capacity. IEEE Trans. Inf. Theory 57 (11) (2011)
Yeow-Khiang Chia, Himanshu Asnani, Tsachy Weissman
Multi-terminal source coding with action dependent side information. ISIT (2011)
Himanshu Asnani, Tsachy Weissman
On real time coding with limited lookahead. Allerton (2011)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
To feed or not to feed back. ISIT (2011)
Himanshu Asnani, Tsachy Weissman
On Real Time Coding with Limited Lookahead CoRR (2011)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
To Feed or Not to Feed Back CoRR (2010)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
Probing Capacity CoRR (2010)
Himanshu Asnani, Haim H. Permuter, Tsachy Weissman
To observe or not to observe the channel state. Allerton (2010)
Prasanna Chaporkar, Alexandre Proutière, Himanshu Asnani
Learning to Optimally Exploit Multi-Channel Diversity in Wireless Systems. INFOCOM (2010)
Prasanna Chaporkar, Alexandre Proutière, Himanshu Asnani, Abhay Karandikar
Scheduling with limited information in wireless systems. MobiHoc (2009)