
Ainesh Bakshi
Email: abakshi (at) cs (dot) cmu (dot) edu
Office: GHC 7515

I am a third year PhD student at Carnegie Mellon University. I am extremely fortunate to be advised by David Woodruff.
I am broadly interested in Theoretical Computer Science and
my current research interests are algorithms for randomized linear algebra, communication complexity and provable guarantees for learning problems.
Previously, I was an undergrad at Rutgers, New Brunswick, where I had the pleasure of working with Martin FarachColton
and Pranjal Awasthi on external memory algorithms and clustering respectively.
Publications
 "Robust and Sample Optimal Algorithms for PSD Low Rank Approximation "
Ainesh Bakshi, Nadiia Chepurko, David Woodruff
Preprint.
 "Weighted Maximum Independent Set of Geometric Objects in Turnstile Streams"
Ainesh Bakshi, Nadiia Chepurko, David Woodruff
Preprint.
 "Robust CommunicationOptimal Distributed Clustering Algorithms"
Pranjal Awasthi, Ainesh Bakshi, Nina Balcan, Colin White, David Woodruff
ICALP 2019.
 "Learning Two Layer Rectified Neural Networks in Polynomial Time"
Ainesh Bakshi, Rajesh Jayaram,
David Woodruff
COLT 2019.
 "Sublinear Time LowRank Approximation of Distance Matrices"
Ainesh Bakshi,
David Woodruff
NeurIPS 2018. Selected for Spotlight Presentation.

"How to Fragment your File System"
A. Conway,
A. Bakshi,
Y. Jiao,
Y. Zhan,
M. Bender,
W. Jannen,
R. Johnson,
B. Kuzmaul,
D. Porter,
J. Yuan,
M. FarachColton
;login: magazine, vol. 42(2), 2017.

"File Systems fated for Senescence? Nonsense, Says Science!"
A. Conway,
A. Bakshi,
Y. Jiao,
Y. Zhan,
M. Bender,
W. Jannen,
R. Johnson,
B. Kuzmaul,
D. Porter,
J. Yuan,
M. FarachColton
Proceedings of the 15th USENIX Conference on File and Storage Technologies (FAST '17), Santa Clara, CA, February 2017.

"Non Dominated Sorting Genetic Algorithm for Chance Constrained Supplier Selection Model with Volume Discounts"
R. Agarwal,
A. Bakshi
ACIIDS, Lecture Notes in Computer Science pp. 465–474, Apr 2014.

"A Novel Feature Selection and Extraction Technique for Classification"
K. Goel,
R. Vohra
A. Bakshi
ICFHR 2014, pp. 104109.

"Autonomous Robot Navigation: Path Planning on a DetailPreserving ReducedComplexity Representation of 3D Point Clouds"
R. Sant,
N. Kulkarni,
A. Bakshi,
K. Goel,
S. Kapur
ICFHR 2014, pp. 104109.