Pramod Viswanath

Search results

• 2019

  Turbo Autoencoder: Deep learning based channel codes for point-to-point communication channels

  Jiang, Y., Kannan, S., Kim, H., Oh, S., Asnani, H. & Viswanath, P., 2019, In: Advances in Neural Information Processing Systems. 32

  Research output: Contribution to journal › Conference article › peer-review

  • Deep learning 100%
  • Channel coding 66%
  • Information theory 64%
  • Communication 56%
• 2018

  DeepCode: Feedback codes via deep learning

  Kim, H., Jiang, Y., Kannan, S., Oh, S. & Viswanath, P., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 9436-9446 11 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Deep learning 100%
  • Feedback 70%
  • Mathematical models 25%
  • Communication 18%

• Estimators for multivariate information measures in general probability spaces

  Rahimzamani, A., Viswanath, P., Asnani, H. & Kannan, S., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 8664-8675 12 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Entropy 100%
  • Time series 34%
  • Derivatives 32%
  • Feature extraction 30%
  • Machine learning 29%
• 2017

  Deanonymization in the bitcoin P2P network

  Fanti, G. & Viswanath, P., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 1365-1374 10 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Network protocols 21%
  • Topology 13%
  • Peer to peer networks 12%

• Discovering potential correlations via hypercontractivity

  Kim, H., Gao, W., Kannan, S., Oh, S. & Viswanath, P., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 4578-4588 11 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Gene expression 100%
  • Genes 87%
  • Time series 78%
  • Testing 46%
  • Experiments 32%

• Estimating mutual information for discrete-continuous mixtures

  Gao, W., Kannan, S., Oh, S. & Viswanath, P., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 5987-5998 12 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Entropy 100%
  • Random variables 61%
  • Machine learning 43%
  • Testing 30%
• 2016

  Breaking the bandwidth barrier: Geometrical adaptive entropy estimation

  Gao, W., Oh, S. & Viswanath, P., 2016, In: Advances in Neural Information Processing Systems. p. 2468-2476 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Entropy 100%
  • Bandwidth 74%
  • Data Science 53%
  • Byproducts 41%
  • Geometry 24%
• 2015

  Deterministic near-optimal P2P streaming

  Venkatakrishnan, S. B. & Viswanath, P., Jun 24 2015, In: Performance Evaluation Review. 43, 1, p. 451-452 2 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Peer to peer networks 100%
  • Parallel algorithms 78%
  • Repair 68%

• Secure multi-party differential privacy

  Kairouz, P., Oh, S. & Viswanath, P., Jan 1 2015, In: Advances in Neural Information Processing Systems. 2015-January, p. 2008-2016 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Costs 100%
  • Uncertainty 82%

• Spy vs. Spy: Rumor source obfuscation

  Fanti, G., Kairouz, P., Oh, S. & Viswanath, P., Jun 24 2015, In: Performance Evaluation Review. 43, 1, p. 271-284 14 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Experiments 100%
• 2014

  Extremal mechanisms for local differential privacy

  Kairouz, P., Oh, S. & Viswanath, P., 2014, In: Advances in Neural Information Processing Systems. 4, January, p. 2879-2887 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Privatization 100%
• 2004

  Fixed binning schemes: An operational duality between channel and source coding problems with side information

  Wang, H. & Viswanath, P., Oct 20 2004, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Side Information 89%
  • Source Coding 85%
  • Channel coding 74%
  • Coding 42%
  • Decoding 26%

• Permutation codes: Achieving the diversity-multiplexing tradeoff

  Tavildar, S. & Viswanath, P., Oct 20 2004, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Diversity-multiplexing Tradeoff 100%
  • Multiplexing 49%
  • Fading channels 44%
  • Permutation 38%
  • Fading Channels 36%
• 2003

  Diversity-multiplexing tradeoff for multiaccess channels

  Tse, D., Viswanath, P. & Zheng, L., Jan 1 2003, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

• On the capacity region of the vector Gaussian broadcast channel

  Tse, D. N. C. & Viswanath, P., Jan 1 2003, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

• Throughput scaling for heterogeneous networks

  Kulkarni, S. R. & Viswanath, P., Oct 20 2003, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Heterogeneous Networks 100%
  • Throughput 82%
  • Scaling laws 82%
  • Scaling 54%
  • Vertex of a graph 36%
• 2002

  A deterministic approach to throughput scaling in wireless networks

  Kulkarni, S. R. & Viswanath, P., Sep 12 2002, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Wireless Networks 100%
  • Throughput 95%
  • Scaling 62%
  • Wireless networks 57%
  • Wireless Communication 51%

• Downlink-uplink duality and effective bandwidths

  Tse, D. N. C. & Viswanath, P., Sep 12 2002, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Effective Bandwidth 90%
  • Antennas 33%
  • Bandwidth 33%
  • Broadcast Channel 28%
  • Beamforming 28%
• 2001

  A Schur-saddle function property in CDMA

  Viswanath, P. & Anantharam, V., Sep 12 2001, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Additive noise 81%
  • Saddle 75%
  • Code division multiple access 66%
  • Requirements 42%
  • Additive Noise 41%
• 2000

  Asymptotically optimal waterfilling in multiple antenna multiple access channels

  Viswanath, P., Tse, D. N. C. & Anantharam, V., Dec 1 2000, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Asymptotically Optimal 61%
  • Antennas 37%
  • Power Allocation 33%
  • Degree of freedom 25%
  • Antenna 23%

• Sum capacity of DS-CDMA with colored noise

  Viswanath, P. & Anantharam, V., Dec 1 2000, In: IEEE International Symposium on Information Theory - Proceedings. 1 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Additive noise 81%
  • Code division multiple access 66%
  • Signature 26%
  • Gaussian Noise 16%
  • Additive Noise 16%
• 1996

  Quantitative analysis of processor - programmable logic interface

  Rajamani, S. & Viswanath, P., Dec 1 1996, In: IEEE Symposium on FPGAs for Custom Computing Machines, Proceedings. p. 226-234 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Reduced instruction set computing 100%
  • Chemical analysis 51%
  • Particle accelerators 40%
  • Communication 40%
  • Computer hardware 23%