Dick, Travis
- How much data is sufficient to learn high-performing algorithms? Generalization guarantees for data-driven algorithm design
2019/08/08 by Balcan, Maria-Florina, DeBlasio, Dan, Dick, Travis +3 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning to Branch
2018/03/27 by Balcan, Maria-Florina, Dick, Travis, Sandholm, Tuomas +1 · 3 citations
#Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Dispersion for Data-Driven Algorithm Design, Online Learning, and\n Private Optimization
2017/11/08 by Maria-Florina Balcan, Travis Dick, Balcan, Maria-Florina +3 · 3 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Optimization and Search Problems
- Learning-Augmented Private Algorithms for Multiple Quantile Release
2022/10/20 by Khodak, Mikhail, Amin, Kareem, Dick, Travis +1 · 2 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Semi-bandit Optimization in the Dispersed Setting
2019/04/18 by Maria-Florina Balcan, Travis Dick, Balcan, Maria-Florina +3 · 1 citation
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Machine Learning and Algorithms
- Measuring Re-identification Risk
2023/04/12 by Carey, CJ, Dick, Travis, Epasto, Alessandro +8 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Better Private Linear Regression Through Better Private Feature Selection
2023/06/01 by Travis Dick, Dick, Travis, Jennifer Gillenwater +3 · 1 citation
Computer Science · Mathematics · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques
- Auditing Privacy Mechanisms via Label Inference Attacks
2024/06/04 by Robert Busa-Fekete, Travis Dick, Busa-Fekete, Róbert István +9 · 1 citation
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
- Easy Learning from Label Proportions
2023/02/06 by Robert Istvan Busa-Fekete, Heejin Choi, Busa-Fekete, Robert Istvan +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Random Smoothing Might be Unable to Certify ℓ_∞ Robustness for High-Dimensional Images
2020/02/10 by Avrim Blum, Travis Dick, Blum, Avrim +5 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)