Venkatesh Saligrama

1. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word\n Embeddings
   2016/07/21 by Tolga Bolukbasi, Bolukbasi, Tolga, Kai-Wei Chang +7 · 189 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text Readability and Simplification #Topic Modeling
2. Federated Learning Based on Dynamic Regularization
   2021/11/08 by Durmus Alp Emre Acar, Yue Zhao, Acar, Durmus Alp Emre +8 · 46 citations
   Computer Science · #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Online Selective Classification with Limited Feedback
   2021/10/27 by Aditya Gangrade, Gangrade, Aditya, Anil Kag +5 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
4. Pruning Random Forests for Prediction on a Budget
   2016/06/16 by Joseph Wang, Nan, Feng, Wang, Joseph +2 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
5. Adaptive Classification for Prediction Under a Budget
   2017/05/26 by Venkatesh Saligrama, Nan, Feng, Saligrama, Venkatesh · 4 citations
   Computer Science · #Data Stream Mining Techniques #Machine Learning and Data Classification #Context-Aware Activity Recognition Systems
6. Piecewise Linear Regression via a Difference of Convex Functions
   2020/07/05 by Ali Siahkamari, Aditya Gangrade, Siahkamari, Ali +5 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · #Metabolomics and Mass Spectrometry Studies #Statistical Methods and Inference #Advanced Statistical Methods and Models
7. Bandit Quickest Changepoint Detection
   2021/07/22 by Aditya Gopalan, Gopalan, Aditya, Venkatesh Saligrama +3 · 2 citations
   Computer Science · Decision Sciences · #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Learning to Drive Anywhere
   2023/09/21 by Ruizhao Zhu, Zhu, Ruizhao, Peng Huang +5 · 3 citations
   Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques
9. Anomaly Detection with Score functions based on Nearest Neighbor Graphs
   2009/10/28 by Manqi Zhao, Venkatesh Saligrama, Zhao, Manqi +1 · 1 citation
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
10. Cheap Bandits
    2015/06/15 by Manjesh K. Hanawal, Venkatesh Saligrama, Hanawal, Manjesh Kumar +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
11. Quantifying and Reducing Stereotypes in Word Embeddings
    2016/06/20 by Tolga Bolukbasi, Bolukbasi, Tolga, Kai-Wei Chang +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
12. Graph-based Learning with Unbalanced Clusters
    2012/05/07 by Jing Qian, Qian, Jing, Venkatesh Saligrama +3 · 1 citation
    Computer Science · Engineering · #Advanced Clustering Algorithms Research #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote-Sensing Image Classification
13. Graph Resistance and Learning from Pairwise Comparisons
    2019/02/01 by Julien M. Hendrickx, Hendrickx, Julien M., Alex Olshevsky +3 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
14. Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability
    2019/03/02 by Ziming Zhang, Anil Kag, Zhang, Ziming +5 · 1 citation
    Computer Science · Neuroscience · Engineering · #Neural Networks and Applications #Neural dynamics and brain function #Advanced Memory and Neural Computing
15. Zero-Shot Learning via Semantic Similarity Embedding
    2015/09/15 by Ziming Zhang, Zhang, Ziming, Venkatesh Saligrama +1 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
16. Learning Compositional Representations for Effective Low-Shot Generalization
    2022/04/17 by Samarth Mishra, Pengkai Zhu, Mishra, Samarth +3 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
17. Learning Joint Feature Adaptation for Zero-Shot Recognition
    2016/11/23 by Ziming Zhang, Venkatesh Saligrama, Zhang, Ziming +1 · 1 citation
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
18. Group Membership Prediction
    2015/09/16 by Ziming Zhang, Zhang, Ziming, Yuting Chen +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
19. SPARC: Score Prompting and Adaptive Fusion for Zero-Shot Multi-Label Recognition in Vision-Language Models
    2025/02/24 by Kevin Miller, Miller, Kevin, Samarth Mishra +7 · 1 voice · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
20. When Can Safe Controllers Adapt? Information before Commitment
    2026/07/18 by Venkatesh Saligrama
    #cs.LG #cs.SY #eess.SY