Megha Khosla

Post-doctoral Researcher @ L3S research center

Publications



[DBLP] , [Google Scholar]

2019 A Comparative Study for Unsupervised Network Representation Learning.
Megha Khosla, Vinay Setty, Avishek Anand.
In IEEE Transactions on Knowledge and Data Engineering, 2019
Estimating PageRank Deviations in Crawled Graphs.
Helge Holzmann, Avishek Anand, Megha Khosla.
In Journal of Applied Network Science, 2019
Node Representation Learning for Directed Graphs.
Megha Khosla, Jurek Leonhardt, Wolfgang Nejdl, Avishek Anand.
In ECML-PKDD.
A Faster Algorithm for Cuckoo Insertion and Bipartite Matching in Large Graphs.
Megha Khosla and Avishek Anand.
In Algorithmica [Journal Paper].
Finding Interpretable Concept Spaces in Node Embeddings using Knowledge Bases .
Maximilian Idahl, Megha Khosla and Avishek Anand.
In workshop on Advances in Interpretable Machine Learning and Artificial Intelligence & eXplainable Knowledge Discovery in Data (co-located with ECML-PKDD 2019).
Asynchronous Training of Word Embeddings for large text corpora.
Avishek Anand, Megha Khosla, Jaspreet Singh, Jan-Hendrik Zab and Zijian Zhang.
in WSDM 2019 .


2018 Delusive PageRank in Incomplete Graphs.
Helge Holzmann, Avishek Anand and Megha Khosla.
in Complex Networks 2018.
What the HAK? Estimating Ranking Deviations in Incomplete Graphs
Helge Holzmann, Avishek Anand and Megha Khosla.
in Workshop on Mining and Learning on Graphs (Co-located with KDD' 18).
User Fairness in Recommender Systems.
Jurek Leonhardt, Avishek Anand, Megha Khosla.
in WWW 2018. [Poster Paper]


Till 2016 The Multiple-Orientability Thresholds of Random Hypergraphs
Nikolaos Fountoulakis, Megha Khosla, Konstantinos Panagiotou
in Combinatorics, Probability and Computing 2016. [Journal Paper]
Macroscopic quantum information processing using spin coherent states
Tim Byrnes, Daniel Rosseau, Megha Khosla, Alexey Pyrkov, Andreas Thomasen, Tetsuya Mukai, Shinsuke Koyama, Ahmed Abdelrahman, Ebubechukwu Ilo-Okeke
in Optics Communications 2015. [Journal Paper] .
Balls into Bins Made Faster
Megha Khosla.
in ESA 2013.
The multiple orientability thresholds of random hypergraphs
Nikolaos Fountoulakis, Megha Khosla, Konstantinos Panagiotou.
in SODA 2011.

Thesis

PhD Thesis Multiple choice allocations with small maximum loads.
Saarland University and Max-Planck Institute for Informatics, March 2014.
Master Thesis Message Passing Algorithms.
Megha Khosla.
Saarland University and Max-Planck Institute for Informatics, December 2009.