Barna Saha
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Barna Sahacomputer-science Degrees
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Computer Science
Barna Saha's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
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Why Is Barna Saha Influential?
(Suggest an Edit or Addition)According to Wikipedia, Barna Saha is an Indian-American theoretical computer scientist whose research interests include algorithmic applications of the probabilistic method, probabilistic databases, fine-grained complexity, and the analysis of big data. She is an associate professor and Jacobs Faculty Scholar in the Department of Computer Science & Engineering at the University of California, San Diego.
Barna Saha's Published Works
Published Works
- On Finding Dense Subgraphs (2009) (264)
- Data quality: The other face of Big Data (2014) (204)
- A unified approach to ranking in probabilistic databases (2009) (197)
- Less is More: Selecting Sources Wisely for Integration (2012) (165)
- New Constructive Aspects of the Lovasz Local Lemma (2010) (157)
- Dense Subgraphs with Restrictions and Applications to Gene Annotation Graphs (2010) (105)
- On Maximum Coverage in the Streaming Model & Application to Multi-topic Blog-Watch (2009) (103)
- Online Entity Resolution Using an Oracle (2016) (101)
- Clustering with Noisy Queries (2017) (72)
- The matroid median problem (2011) (62)
- Energy efficient scheduling via partial shutdown (2009) (61)
- Link Prediction for Annotation Graphs Using Graph Summarization (2011) (50)
- Truly Sub-cubic Algorithms for Language Edit Distance and RNA-Folding via Fast Bounded-Difference Min-Plus Product (2016) (49)
- Distributed data placement to minimize communication costs via graph partitioning (2014) (49)
- Paper Matching with Local Fairness Constraints (2019) (46)
- A new approximation technique for resource‐allocation problems (2010) (41)
- Query Complexity of Clustering with Side Information (2017) (36)
- Dynamic Algorithm for Graph Clustering Using Minimum Cut Tree (2006) (33)
- A Constant Factor Approximation Algorithm for Fault-Tolerant k-Median (2013) (30)
- Dynamic set cover: improved algorithms and lower bounds (2019) (28)
- The Dyck Language Edit Distance Problem in Near-Linear Time (2014) (27)
- Schema covering: a step towards enabling reuse in information integration (2010) (27)
- Language Edit Distance and Maximum Likelihood Parsing of Stochastic Grammars: Faster Algorithms and Connection to Fundamental Graph Problems (2014) (25)
- Sublinear Algorithms for Gap Edit Distance (2019) (23)
- On Repairing Structural Problems In Semi-structured Data (2013) (23)
- Size-Constrained Weighted Set Cover (2015) (23)
- Set Cover Revisited: Hypergraph Cover with Hard Capacities (2012) (22)
- A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution (2017) (21)
- Renting a Cloud (2013) (21)
- Clustering Via Crowdsourcing (2016) (20)
- The Geometric Block Model (2017) (19)
- Does preprocessing help in fast sequence comparisons? (2020) (19)
- Robust Entity Resolution using Random Graphs (2018) (18)
- Min-Max Correlation Clustering via MultiCut (2019) (17)
- On Capacitated Set Cover Problems (2011) (16)
- Fast & Space-Efficient Approximations of Language Edit Distance and RNA Folding: An Amnesic Dynamic Programming Approach (2017) (15)
- Simplifying Information Integration: Object-Based Flow-of-Mappings Framework for Integration (2008) (14)
- Robust Entity Resolution Using a CrowdOracle (2018) (14)
- On Estimating Path Aggregates over Streaming Graphs (2006) (13)
- Efficient and effective ER with progressive blocking (2020) (13)
- Correlation Clustering with Same-Cluster Queries Bounded by Optimal Cost (2019) (13)
- Sublinear-Time Algorithms for Computing & Embedding Gap Edit Distance (2020) (12)
- AdCell: Ad Allocation in Cellular Networks (2011) (12)
- Connectivity in Random Annulus Graphs and the Geometric Block Model (2018) (10)
- Discovering Conservation Rules (2012) (9)
- Facility Location with Matroid or Knapsack Constraints (2015) (9)
- On Chebyshev radius of a set in Hamming space and the closest string problem (2013) (8)
- Approximating Language Edit Distance Beyond Fast Matrix Multiplication: Ultralinear Grammars Are Where Parsing Becomes Hard! (2017) (8)
- The Complexity of Average-Case Dynamic Subgraph Counting (2022) (7)
- How to Design Robust Algorithms using Noisy Comparison Oracle (2021) (7)
- Hierarchical graph partitioning (2014) (6)
- Firewall placement in cloud data centers (2013) (6)
- Distributed Data Placement via Graph Partitioning (2013) (6)
- Approximation Algorithms for Resource Allocation (2011) (5)
- An Upper Bound and Linear-Space Queries on the LZ-End Parsing (2022) (5)
- TreeScope: Finding Structural Anomalies In Semi-Structured Data (2015) (4)
- Gap Edit Distance via Non-Adaptive Queries: Simple and Optimal (2021) (4)
- Fast Incremental Minimum-Cut Based Algorithm for Graph Clustering (2006) (4)
- BEER: Blocking for Effective Entity Resolution (2021) (4)
- Proximity Measure for Recommending Groups in Online Social Networks (2008) (4)
- Improved Approximation Algorithms for Dyck Edit Distance and RNA Folding (2021) (4)
- New Approximation Results for Resource Replication Problems (2012) (4)
- Faster Language Edit Distance, Connection to All-pairs Shortest Paths and Related Problems (2014) (3)
- How Compression and Approximation Affect Efficiency in String Distance Measures (2021) (3)
- Fully Dynamic Set Cover - Improved and Simple (2018) (2)
- Approximating LCS and Alignment Distance over Multiple Sequences (2021) (1)
- Ju n 20 19 Min-Max Correlation Clustering via MultiCut ⋆ (2019) (1)
- The Geometric Block Model and Applications (2018) (1)
- Discovering Conservation Rules (2014) (1)
- Efficiently Computing Edit Distance to Dyck Language (2013) (1)
- Õ(n+poly(k))-time Algorithm for Bounded Tree Edit Distance (2022) (1)
- Dynamic Set Cover: Improved Algorithms & Lower Bounds (2018) (1)
- Fair Correlation Clustering (2020) (1)
- Clustering with an oracle (2016) (1)
- Approximation Algorithms for Large Scale Data Analysis (2021) (0)
- Algorithms for Data Science : Lecture on Interactive Clustering (2018) (0)
- Notes on MapReduce Algorithms (2016) (0)
- New Approximation Results for Resource Replication Problems (2015) (0)
- C C ] 2 O ct 2 01 9 Sublinear Algorithms for Gap Edit Distance ∗ (2019) (0)
- Community Recovery in the Geometric Block Model (2022) (0)
- Ranking and Clustering in Probabilistic Databases (2008) (0)
- A pr 2 01 8 Fully Dynamic Set Cover – Improved & Simple (0)
- $\tilde{O}(n+\mathrm{poly}(k))$-time Algorithm for Bounded Tree Edit Distance (2022) (0)
- Project 2 : Pattern Matching in Compressed DNA Sequence (2008) (0)
- BEER (2021) (0)
- Language Edit Distance, (min,+)-Matrix Multiplication and Beyond (2017) (0)
- Language Edit Distance Approximation via Amnesic Dynamic Programming (2016) (0)
- Algorithms for Data Science : Lecture on Clustering (2016) (0)
- Algorithms for Data Science : Lecture on Finding Similar Items (2016) (0)
- Stochastic Matching CMSC 858 F : Algorithmic Game Theory Fall 2010 (2010) (0)
- Algorithms for Data Science: Lecture on Dynamic Programming (2016) (0)
- Crowd-Sourced Entity Resolution with Control Queries (2019) (0)
- Weighted Edit Distance Computation: Strings, Trees and Dyck (2023) (0)
- D ec 2 00 9 Energy Efficient Scheduling via Partial Shutdown (2021) (0)
- 81 : 2 Same-Cluster Queries Bounded by Optimal Cost Funding (2019) (0)
- Sublinear Algorithms for Edit Distance (Invited Talk) (2021) (0)
- Hierarchical Entity Resolution using an Oracle (2022) (0)
- Matching with Local Fairness Constraints (2019) (0)
- Competitive Algorithms for Ad Allocation in Cellular Networks ( AdCell ) ? (2014) (0)
- Editorial: ACM-SIAM Symposium on Discrete Algorithms (SODA) 2016 Special Issue (2018) (0)
- Algorithms for Data Science: Lecture 5 (2016) (0)
- An Algorithmic Bridge Between Hamming and Levenshtein Distances (2022) (0)
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Barna Saha is affiliated with the following schools: