Massively Parallel Algorithms for Personalized PageRank
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2021 |
Hou, Guanhao |
How to Design Robust Algorithms using Noisy Comparison Oracle
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2021 |
Addanki, Raghavendra |
Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization
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2021 |
Jin, Tianyuan |
PR-Sketch: Monitoring Per-key Aggregation of Streaming Data with Nearly Full Accuracy
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2021 |
Sheng, Sivuan |
Tensors: An abstraction for general data processing
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2021 |
Koutsoukos, Dimitrios |
Efficiently Answering Reachability and Path Queries on Temporal Bipartite Graphs
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2021 |
Chen, Xiaoshuang |
Dual-Objective Fine-Tuning of BERT for Entity Matching
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2021 |
Peeters, Ralph |
Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation
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2021 |
Liu, Jie |
Towards Plug-and-Play Visual Graph Query Interfaces: Data-driven Canned Pattern Selection for Large Networks
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2021 |
Yuan, Zifeng |
On Querying Historical K-Cores
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2021 |
Yu, Michael R |
LES3: Learning-based exact set similarity search
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2021 |
Li, Yıfan |
Robustness against Read Committed for Transaction Templates
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2021 |
Vandevoort, Brecht |
A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing
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2021 |
Cheng, Peng |
CGM: An Enhanced Mechanism for Streaming Data Collectionwith Local Differential Privacy
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2021 |
Bao, £rgute |
SKT: A One-Pass Multi-Sketch Data Analytics Accelerator
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2021 |
Chiosa, Monica |
OMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics
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2021 |
Siddiqui, Tarique |
Automating Incremental Graph Processing with Flexible Memoization
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2021 |
Gong, Shufeng |
In-Network Support for Transaction Triaging
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2021 |
Jepsen, Theo |
GeCo: Quality Counterfactual Explanations in Real Time
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2021 |
Schleich, Maximilian |
On the algebra of data sketches
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2021 |
Lemiesz, Jakub |