Naveen Goela      

Biography

2013 PhD from University of California, Berkeley
2012 Visiting scholar at EPFL in Lausanne, Switzerland
2004 M. Eng. Computer Science, MIT CSAIL
2004 B. Sc. Mathematics, MIT
2003 B. Sc. in Computer Science, MIT
Instructor MIT African Internet Technology Initiative
Instructor UC Berkeley Signal and Systems
Instructor MIT Software Design

Recent News

5.2022 Staff Data Scientist, Tanium.
8.2021 Co-representing Tanium at VLDB-2021, Denmark.
7.2020 Tanium-as-a-Service Cloud Products.
4.2019 Co-presenting a paper at AISTATS-2019, Japan.
6.2017 Technicolor Research Visionary Award.
2.2017 Invited Talk, DNA Storage, ITA-UCSD 2017.
4.2015 Research Scientist of Machine Learning, Statistics.
8.2014 Qualcomm ImpaQt Innovation Award.

Journal Publications

[1] N. Goela and M. Raginsky, "Channel Polarization Through The Lens Of Blackwell Measures," IEEE Transactions on Information Theory, vol. 66, no. 10, pp. 6222—6241, October, 2020. [Journal-Ref][arXiv] [Slides]

[2] H. H. Lee*, R. Kalhor*, N. Goela*, J. Bolot, G. M. Church, "Terminator-free Template-Independent Enzymatic DNA Synthesis for Digital Information Storage," Nature Communications, 10, 2383 (2019). [Journal-Ref] [bioRxiv] [Nature-Press] [Wyss Institute Article] [Harvard Gazette]

[3] C. Suh, N. Goela, M. C. Gastpar, "Computation in Multicast Networks: Function Alignment and Converse Theorems," IEEE Transactions on Information Theory, vol. 62, no. 4, pp. 1866—1877, April, 2016. [Journal-Ref] [arXiv]

[4] N. Goela, E. Abbe, M. C. Gastpar, "Polar Codes For Broadcast Channels," IEEE Transactions on Information Theory, vol. 61, no. 2, pp. 758—782, February, 2015. [Journal-Ref] [arXiv]

[5] N. Goela, M. C. Gastpar, "Reduced-Dimension Linear Transform Coding of Correlated Signals in Networks," IEEE Transactions on Signal Processing, vol. 60, no. 6, pp. 3174—3187, June, 2012. [Journal-Ref] [arXiv]

Recent Conference Paper Highlights

VLDB 2021
J. Stoddard, A. Mustafa, N. Goela, "Tanium Reveal: A Federated Search Engine for Querying Unstructured File Data on Large Enterprise Networks," Proceedings of the VLDB-2021, vol. 14, no. 12, pp. 3096—3109, Copenhagen, Denmark. [VLDB-2021]

AISTATS 2019
P. Delgosha, N. Goela, "Deep Switch Networks for Generating Discrete Data and Language," Proceedings of the International Conference on AISTATS-2019, PMLR, vol. 89, pp. 3060—3069, Naha, Okinawa, Japan. [PMLR-AISTATS] [arXiv]

ICASSP 2017
S. Hamidi-Rad, K. Lyons, N. Goela, "Infrastructure-less Indoor Localization using High-Frequency Light Fingerprints," Proceedings of the ICASSP-2017, New Orleans, Louisiana, USA. [IEEE-ICASSP]

Patent Technologies

15+ Patents Filed [View Google Patents]

US10929345B2
Tanium Reveal: A Federated Search Engine For Querying Billions of Unstructured Files In Large Enterprise Networks.

WO2018148257A1
A Digital Codec For Encoding And Decoding Information In Enzymatically-Synthesized DNA Molecules For Ultra-Dense Data Storage.

US9722651B2
Qualcomm 5G Patent Technology For Next-Generation Wireless Communications.

Thesis Publications

[1] N. Goela, "Modern Low-Complexity Capacity-Achieving Codes For Network Communication," PhD Thesis, University of California, Berkeley, Dept. of EECS, December, 2013.
[Dissertation Talk] [Thesis PDF]

[2] N. Goela, "Visual Hull Motion Graphs: Matching and Compressing Sequences of Visual Hulls," M. Eng. Thesis, Massachusetts Institute of Technology, Dept. of EECS, June, 2004. [Thesis PDF]