Manas Joglekar

Orcid: 0000-0001-9733-7504

According to our database1, Manas Joglekar authored at least 27 papers between 2012 and 2024.

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Bibliography

2024
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2020
Neural Input Search for Large Scale Recommendation Models.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
Interactive Data Exploration with Smart Drill-Down.
IEEE Trans. Knowl. Data Eng., 2019

Neural Input Search for Large Scale Recommendation Models.
CoRR, 2019

2018
Distributed Evaluation of Subgraph Queries Using Worst-case Optimal and Low-Memory Dataflows.
Proc. VLDB Endow., 2018

It's All a Matter of Degree - Using Degree Information to Optimize Multiway Joins.
Theory Comput. Syst., 2018

Distributed Evaluation of Subgraph Queries Using Worstcase Optimal LowMemory Dataflows.
CoRR, 2018

2017
SLiMFast: Guaranteed Results for Data Fusion and Source Reliability.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

GYM: A Multiround Distributed Join Algorithm.
Proceedings of the 20th International Conference on Database Theory, 2017

2016
Reliable data quality assessment.
PhD thesis, 2016

Challenges in Data Crowdsourcing.
IEEE Trans. Knowl. Data Eng., 2016

AJAR: Aggregations and Joins over Annotated Relations.
Proceedings of the 35th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2016

2015
Average case analysis of the classical algorithm for Markov decision processes with Büchi objectives.
Theor. Comput. Sci., 2015

Smart Drill-Down: A New Data Exploration Operator.
Proc. VLDB Endow., 2015

Exploiting Features for Data Source Quality Estimation.
CoRR, 2015

Aggregations over Generalized Hypertree Decompositions.
CoRR, 2015

Exploiting Correlations for Expensive Predicate Evaluation.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Comprehensive and reliable crowd assessment algorithms.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Transaction processing on confidential data using cipherbase.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014
Smart Drill Down.
CoRR, 2014

GYM: A Multiround Join Algorithm In MapReduce.
CoRR, 2014

2013
Symbolic algorithms for qualitative analysis of Markov decision processes with Büchi objectives.
Formal Methods Syst. Des., 2013

Secure database-as-a-service with Cipherbase.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Evaluating the crowd with confidence.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Improved Upper and Lower Bounds for Büchi Disambiguation.
Proceedings of the Automated Technology for Verification and Analysis, 2013

2012
Balanced group-labeled graphs.
Discret. Math., 2012

Engineering Security and Performance with Cipherbase.
IEEE Data Eng. Bull., 2012


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