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2022 |
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2022 |
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2022 |
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Larry Davis, Abhinav Shrivastava |
Bock |
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2022 |
Automating the Discovery of Censorship Evasion Strategies |
Dave Levin |
Yuan |
Michelle |
2022 |
Transfer Learning in Natural Language Processing through Interactive Feedback |
Jordan Boyd-Graber |
Curry |
Michael Jeremiah |
2022 |
Learning and Robustness With Applications To Mechanism Design |
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Zhu |
Chen |
2022 |
Towards Reliable and Efficient Representation Learning |
Tom Goldstein |
Brantley |
Kiante |
2022 |
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Michael Jeremiah |
2022 |
Learning and Robustness With Applications To Mechanism Design |
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Bhattacharya |
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2022 |
Affective Human Motion Detection and Synthesis |
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Chakrabarti |
Shouvanik |
2022 |
Quantum Computing for Optimization and Machine Learning |
Xiaodi Wu |
Flores Velazco |
Alejandro |
2022 |
Algorithms and Data Structures for Faster Nearest-Neighbor Classification |
David Mount |
Ghiasi |
Mohammad Amin |
2022 |
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Chandra |
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Goldberg |
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2022 |
Time-Situated Metacognitive Agency and Other Aspects of Commonsense Reasoning |
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Lee |
Kyungjun |
2022 |
Egocentric Vision in Assistive Technologies For and By the Blind |
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Davis |
Gregory Patrick |
2022 |
A NEUROCOMPUTATIONAL MODEL OF CAUSAL REASONING AND COMPOSITIONAL WORKING MEMORY FOR IMITATION LEARNING |
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Hietala |
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A Verified Software Toolchain for Quantum Programming |
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Singhal |
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2022 |
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Max Donohue |
2022 |
The First Principles of Deep Learning and Compression |
Larry Davis, Abhinav Shrivastava |
Ismail |
Aya Abdelsalam |
2022 |
Interpretable Deep Learning for Time Series |
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Tsepenekas |
Leonidas |
2022 |
On Algorithmic Fairness and Stochastic Models for Combinatorial Optimization and Unsupervised Machine Learning |
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Ehrlich |
Max Donohue |
2022 |
The First Principles of Deep Learning and Compression |
Larry Davis, Abhinav Shrivastava |
Javkar |
Kiran Gajanan |
2022 |
Algorithms for scalable and efficient population genomics and metagenomics |
Mihai Pop |
Zeng |
Zehua |
2022 |
A Multi-Faceted Approach for Evaluating Visualization Recommendation Algorithms |
Leilani Battle |
Sun |
Xuetong |
2021 |
Towards Effective Displays for Virtual and Augmented Reality |
Amitabh Varshney |
Shah |
Nidhi |
2021 |
Data-driven algorithms for characterizing microbial communities |
Mihai Pop |
Feng |
Shi |
2021 |
Towards Human-AI Cooperation on Sequential Decision Making Problems |
Jordan Boyd-Graber |
Stevens |
Rock |
2021 |
Optimizing Proactive Measures for Security Operations |
Michelle Mazurek |
Hong |
Jonggi |
2021 |
Exploring Blind and Sighted Users’ Interactions With Error-Prone Speech and Image Recognition |
Hernisa Kacorri |
Saadatpanah |
Parsa |
2021 |
Adversarial Machine Learning in the Wild |
Tom Goldstein |
Sayed |
Mahmoud |
2021 |
Search Among Sensitive Content |
Doug Oard |
Schoute |
Eddie |
2021 |
Quantum routing for architecture-respecting circuit transformations |
Andrew Childs |
Schwarcz |
Steven Alexander |
2021 |
Deep Video Analytics of Humans: From Action Recognition to Forgery Detection |
Rama Chellappa |
Suciu |
Octavian |
2021 |
Data-Driven Techniques For Vulnerability Assessments |
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Zakeri |
Mohsen |
2021 |
OPTIMIZING THE ACCURACY OF LIGHTWEIGHT METHODS FOR SHORT READ ALIGNMENT AND QUANTIFICATION |
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2021 |
Fantastic Sources Of Tumor Heterogeneity And How To Characterize Them |
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Taha |
Ahmed |
2021 |
Closing the Gap Between Classification and Retrieval Models |
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Fu |
Hong Hao |
2021 |
THE MEMBERSHIP PROBLEM FOR CONSTANT-SIZED QUANTUM CORRELATIONS IS UNDECIDABLE |
Andrew Childs |
Ahmadi |
Saba |
2021 |
Social Aspects of Algorithms: Fairness, Diversity, and Resilience to Strategic Behavior |
Samir Khuller |
Robinson |
Wells |
2021 |
Computational methods for the identification of mutation signatures and intracellular microbes in cancer |
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Gong |
Huijing |
2021 |
Improved Robustness and Versatility of Lattice-Based Cryptography |
Dana Dachman-Soled |
Geunady |
Mohamed |
2020 |
Applications of Graph Segmentation Algorithms For Quantitative Genomic Analyses |
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Huang |
Samuel |
2020 |
Learning Temporal Properties from Data Streams |
Rance Cleaveland (1961-2024) |
Sharaf |
Amr |
2020 |
Learning with Minimal Supervision: New Meta-Learning and Reinforcement Learning Algorithms |
Hal Daumé III |
Ghosh |
Pallabi |
2020 |
SCENE AND ACTION UNDERSTANDING USING CONTEXT AND KNOWLEDGE SHARING |
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Kim |
Doowon |
2020 |
Understanding of Adversary Behavior and Security Threats in Public Key Infrastructures |
Tudor Dumitras |
Sarkar |
Hirak |
2020 |
Computational approaches for improving the accuracy and efficiency of RNA-seq analysis |
Rob Patro |
Schumann |
Candice |
2020 |
Exploring Diversity and Fairness in Machine Learning |
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