Ananth Balashankar
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1393 citations
#cs.CL #cs.AI
- Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment
2024/04/18 by Zhaofeng Wu, Wu, Zhaofeng, Ananth Balashankar +7 · 1 voice · 7 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
- InfAlign: Inference-aware language model alignment
2024/12/27 by Ananth Balashankar, Balashankar, Ananth, Ziteng Sun +21 · 2 voices · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #cs.CL #cs.IT #cs.LG
- Effective Robustness against Natural Distribution Shifts for Models with Different Training Data
2023/02/02 by Zhouxing Shi, Nicholas Carlini, Shi, Zhouxing +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
2023/10/25 by Ananth Balashankar, Balashankar, Ananth, Xiao Ma +11 · 1 citation
Computer Science · Decision Sciences · Health Professions · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research #Risk and Safety Analysis #Software Reliability and Analysis Research
- Comprehensive Monitoring of Air Pollution Hotspots Using Sparse Sensor Networks
2024/10/05 by Ankit Bhardwaj, Bhardwaj, Ankit, Ananth Balashankar +11 · 2 citations
Environmental Science · #Air Quality Monitoring and Forecasting #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Automated Adversarial Discovery for Safety Classifiers
2024/06/24 by Yash Kumar Lal, Lal, Yash Kumar, Preethi Lahoti +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- Inducing Group Fairness in Prompt-Based Language Model Decisions
2024/06/24 by James Atwood, Atwood, James, Scherrer, Nino +8 · 1 citation
Business, Management and Accounting · #Collaboration in agile enterprises #Big Data and Business Intelligence #Innovation and Knowledge Management