Saket Navlakha

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 24

Top Venues

Neural Comput.

CoRR

PLoS Comput. Biol.

Proc. Natl. Acad. Sci. USA

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Yang Shen, Sanjoy Dasgupta, Saket Navlakha
Reducing Catastrophic Forgetting With Associative Learning: A Lesson From Fruit Flies. Neural Comput. 35 (11) (2023)
Yuval Emek, Saket Navlakha
Special Issue: Biological Distributed Algorithms 2021. J. Comput. Biol. 29 (4) (2022)
Arjun Chandrasekhar, James A. R. Marshall, Cortnea Austin, Saket Navlakha, Deborah M. Gordon
Better tired than lost: Turtle ant trail networks favor coherence over short edges. PLoS Comput. Biol. 17 (10) (2021)
Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov
Can a Fruit Fly Learn Word Embeddings? CoRR (2021)
Yang Shen, Julia Wang, Saket Navlakha
A Correspondence Between Normalization Strategies in Artificial and Biological Neural Networks. Neural Comput. 33 (12) (2021)
Javier J. How, Saket Navlakha, Sreekanth H. Chalasani
Neural network features distinguish chemosensory stimuli in Caenorhabditis elegans. PLoS Comput. Biol. 17 (11) (2021)
Illia Ziamtsov, Kian Faizi, Saket Navlakha
Branch-Pipe: Improving Graph Skeletonization around Branch Points in 3D Point Clouds. Remote. Sens. 13 (19) (2021)
Yang Shen, Sanjoy Dasgupta, Saket Navlakha
Algorithmic insights on continual learning from fruit flies. CoRR (2021)
Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov
Can a Fruit Fly Learn Word Embeddings? ICLR (2021)
Illia Ziamtsov, Saket Navlakha
Plant 3D (P3D): a plant phenotyping toolkit for 3D point clouds. Bioinform. 36 (12) (2020)
Yang Shen, Sanjoy Dasgupta, Saket Navlakha
Habituation as a neural algorithm for online odor discrimination. Proc. Natl. Acad. Sci. USA 117 (22) (2020)
Yang Shen, Sanjoy Dasgupta, Saket Navlakha
Reply to Semelidou and Skoulakis: "Short-term" habituation has multiple distinct mechanisms. Proc. Natl. Acad. Sci. USA 117 (34) (2020)
Adam Conn, Arjun Chandrasekhar, Martin van Rongen, Ottoline Leyser, Joanne Chory, Saket Navlakha
Network trade-offs and homeostasis in Arabidopsis shoot architectures. PLoS Comput. Biol. 15 (9) (2019)
Sabrina Rashid, Shashank Singh, Saket Navlakha, Ziv Bar-Joseph
A bacterial based distributed gradient descent model for mass scale evacuations. Swarm Evol. Comput. 46 (2019)
Jaiyam Sharma, Saket Navlakha
Improving Similarity Search with High-dimensional Locality-sensitive Hashing. CoRR (2018)
Sanjoy Dasgupta, Timothy Sheehan, Charles F. Stevens, Saket Navlakha
A neural data structure for novelty detection. Proc. Natl. Acad. Sci. USA 115 (51) (2018)
Javier J. How, Saket Navlakha
Evidence of Rentian Scaling of Functional Modules in Diverse Biological Networks. Neural Comput. 30 (8) (2018)
Jonathan Y. Suen, Saket Navlakha
Using Inspiration from Synaptic Plasticity Rules to Optimize Traffic Flow in Distributed Engineered Networks. Neural Comput. 29 (5) (2017)
Saket Navlakha
Learning the Structural Vocabulary of a Network. Neural Comput. 29 (2) (2017)
Shashank Singh, Sabrina Rashid, Saket Navlakha, Ziv Bar-Joseph
Distributed Gradient Descent in Bacterial Food Search. RECOMB (2016)
Jonathan Y. Suen, Saket Navlakha
Using inspiration from synaptic plasticity rules to optimize traffic flow in distributed engineered networks. CoRR (2016)
Saket Navlakha, Alison L. Barth, Ziv Bar-Joseph
Decreasing-Rate Pruning Optimizes the Construction of Efficient and Robust Distributed Networks. PLoS Comput. Biol. 11 (7) (2015)
Saket Navlakha, Christos Faloutsos, Ziv Bar-Joseph
MassExodus: modeling evolving networks in harsh environments. Data Min. Knowl. Discov. 29 (5) (2015)
Saket Navlakha, Ziv Bar-Joseph
Distributed information processing in biological and computational systems. Commun. ACM 58 (1) (2015)
Saket Navlakha, Joseph Suhan, Alison L. Barth, Ziv Bar-Joseph
A high-throughput framework to detect synapses in electron microscopy images. Bioinform. 29 (13) (2013)
Saket Navlakha, Parvez Ahammad, Eugene W. Myers
Unsupervised segmentation of noisy electron microscopy images using salient watersheds and region merging. BMC Bioinform. 14 (2013)
Saket Navlakha, Anthony Gitter, Ziv Bar-Joseph
A Network-based Approach for Predicting Missing Pathway Interactions. PLoS Comput. Biol. 8 (8) (2012)
Rob Patro, Emre Sefer, Justin Malin, Guillaume Marçais, Saket Navlakha, Carl Kingsford
Parsimonious reconstruction of network evolution. Algorithms Mol. Biol. 7 (2012)
Saket Navlakha, Carl Kingsford
Network Archaeology: Uncovering Ancient Networks from Present-Day Interactions. PLoS Comput. Biol. 7 (4) (2011)
Rob Patro, Emre Sefer, Justin Malin, Guillaume Marçais, Saket Navlakha, Carl Kingsford
Parsimonious Reconstruction of Network Evolution. WABI (2011)
Andreas Thor, Philip Anderson, Louiqa Raschid, Saket Navlakha, Barna Saha, Samir Khuller, Xiao-Ning Zhang
Link Prediction for Annotation Graphs Using Graph Summarization. ISWC (1) (2011)
Saket Navlakha, James Robert White, Niranjan Nagarajan, Mihai Pop, Carl Kingsford
Finding Biologically Accurate Clusterings in Hierarchical Tree Decompositions Using the Variation of Information. J. Comput. Biol. 17 (3) (2010)
Saket Navlakha, Carl Kingsford
The power of protein interaction networks for associating genes with diseases. Bioinform. 26 (8) (2010)
Saket Navlakha, Carl Kingsford
Network Archaeology: Uncovering Ancient Networks from Present-day Interactions CoRR (2010)
James Robert White, Saket Navlakha, Niranjan Nagarajan, Mohammadreza Ghodsi, Carl Kingsford, Mihai Pop
Alignment and clustering of phylogenetic markers - implications for microbial diversity studies. BMC Bioinform. 11 (2010)
Saket Navlakha, Carl Kingsford
Exploring Biological Network Dynamics with Ensembles of Graph Partitions. Pacific Symposium on Biocomputing (2010)
Saket Navlakha, James Robert White, Niranjan Nagarajan, Mihai Pop, Carl Kingsford
Finding Biologically Accurate Clusterings in Hierarchical Tree Decompositions Using the Variation of Information. RECOMB (2009)
Saket Navlakha, Michael C. Schatz, Carl Kingsford
Revealing Biological Modules via Graph Summarization. J. Comput. Biol. 16 (2) (2009)
Saket Navlakha, Rajeev Rastogi, Nisheeth Shrivastava
Graph summarization with bounded error. SIGMOD Conference (2008)
Hamid Haidarian Shahri, Galileo Namata, Saket Navlakha, Amol Deshpande, Nick Roussopoulos
A graph-based approach to vehicle tracking in traffic camera video streams. DMSN (2007)

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Publication Activity (10 Years)

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Saket Navlakha