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Gao |
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2020 |
Improving Efficiency for Object Detection and Temporal Modeling for Action Localization |
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Geunady |
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2020 |
Applications of Graph Segmentation Algorithms For Quantitative Genomic Analyses |
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Ghosh |
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2020 |
Learning Temporal Properties from Data Streams |
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David Jacobs |
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Understanding of Adversary Behavior and Security Threats in Public Key Infrastructures |
Tudor Dumitras |
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Lentz |
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2020 |
Assurance and Control over Sensitive Data on Personal Devices |
Bobby Bhattacharjee |
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2020 |
Quantum algorithms for machine learning and optimization |
Andrew Childs |
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Litton |
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2020 |
Composing and Decomposing OS Abstractions |
Bobby Bhattacharjee |
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Enhancing Visual and Gestural Fidelity for Effective Virtual Environments |
Amitabh Varshney |
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Mitrokhin |
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Motion Segmentation and Egomotion Estimation with Event-Based Cameras |
John Aloimonos |
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Najibikohnehshahri |
Mahyar |
2020 |
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Larry Davis |
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Ondov |
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2020 |
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Ashok Agrawala |
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Advanced Language-based Techniques for Correct, Secure Networked Systems |
Michael Hicks |
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Acting, Planning, and Learning Using Hierarchical Operational Models |
Dana Nau |
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Computational approaches for improving the accuracy and efficiency of RNA-seq analysis |
Rob Patro |
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2020 |
Exploring Diversity and Fairness in Machine Learning |
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2020 |
Adversarial Vulnerabilities of Deep Networks and Affordable Robustness |
Tom Goldstein |
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2020 |
Learning with Minimal Supervision: New Meta-Learning and Reinforcement Learning Algorithms |
Hal Daumé III |
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2020 |
Algorithms for quantum simulation: design, analysis, implementation, and application |
Andrew Childs |
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Votipka |
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2020 |
A Human-Centric Approach to Software Vulnerability Discovery |
Michelle Mazurek |
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Wei |
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2020 |
Local News And Event Detection In Twitter |
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Xirogiannopoulos |
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Enabling Graph Analysis Over Relational Databases |
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Yami |
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2020 |
Fairness Guarantees in Allocation Problems |
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Samir Khuller |
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Ayhan |
Samet |
2019 |
Airspace Planning For Optimal Capacity, Efficiency, And Safety Using Analytics |
Hanan Samet |
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Bengfort |
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2019 |
Planetary Scale Data Storage |
Pete Keleher |
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Brule |
Joshua |
2019 |
Causal Programming |
James Reggia |
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Ismail |
Heba |
2019 |
Ubiquitous Accessibility Digital-Maps for Smart Cities: Principles and Realization |
Ashok Agrawala |
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Koc |
Ugur |
2019 |
Improving the Usability of Static Analysis Tools Using Machine Learning |
Adam Porter |
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Magen |
Assaf |
2019 |
Characterization Of Survival Associated Gene Interactions And Lymphocyte Heterogeneity In Cancer |
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Manjunatha |
Varun |
2019 |
Vision And Natural Language For Creative Applications, And Their Analysis |
Larry Davis |
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Memory |
Alexander |
2019 |
Collective Relational Data Integration with Diverse and Noisy Evidence |
Lise Getoor |
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Nguyen |
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2019 |
Higher-order Symbolic Execution |
David Van Horn |
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Niu |
Xing |
2019 |
Formality Style Transfer Within and Across Languages with Limited Supervision |
Marine Carpuat |
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Peng |
Shangfu |
2019 |
High-Throughput Network Distance Computations for Spatial Analytics Inside Any Store |
Hanan Samet |
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Rao |
Sudha |
2019 |
Teaching Machines to Ask Useful Clarification Questions |
Hal Daumé III |
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Redmiles |
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2019 |
Quality and Inequity in Digital Security Education |
Michelle Mazurek |
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Ren |
Brianna |
2019 |
Type Checking and Inference for Dynamic Languages |
Jeffrey Foster |
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Renner |
Alison |
2019 |
Designing for the Human in the Loop: Transparency and Control in Interactive Machine Learning |
Jordan Boyd-Graber |
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Renner |
Alison |
2019 |
Designing for the Human in the Loop: Transparency and Control in Interactive Machine Learning |
Jordan Boyd-Graber |
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Vyas |
Yogarshi |
2019 |
Identifying Semantic Divergences Across Languages |
Marine Carpuat |
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Yousefzadeh |
Roozbeh |
2019 |
Interpreting Machine Learning Models and Application of Homotopy Methods |
Dianne O'Leary |
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Auslander |
Noam |
2018 |
Genome Wide Discovery of Disease Modifiers |
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Bercea |
Ioana |
2018 |
Approximation Algorithms for Geometric Clustering and Touring Problems |
Samir Khuller |
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Chavan |
Amit |
2018 |
Delta-based Storage and Querying for Versioned Datasets |
Amol Deshpande |
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De |
Soham |
2018 |
Fast optimization methods for machine learning, and game-theoretic models of cultural evolution |
Tom Goldstein |
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Du |
Fan |
2018 |
Explainable Recommendation for Event Sequences: A Visual Analytics Approach |
Ben Shneiderman |