Sivakanth Gopi
- Textbooks Are All You Need
2023/06/20 by Suriya Gunasekar, Yi Zhang, Gunasekar, Suriya +35 · 11 voices · 55 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Humanity's Last Exam
2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 106 citations
#cs.LG #cs.AI #cs.CL
- Differentially Private Synthetic Data via Foundation Model APIs 2: Text
2024/03/04 by Chulin Xie, Zinan Lin, Xie, Chulin +22 · 1 voice · 11 citations
Computer Science · Decision Sciences · Social Sciences · #Access Control and Trust #Advanced Database Systems and Queries #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #cs.CL
- Numerical Composition of Differential Privacy
2021/06/05 by Sivakanth Gopi, Yin Tat Lee, Gopi, Sivakanth +3 · 15 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
- Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
2023/09/21 by Xinyu Tang, Richard Shin, Tang, Xinyu +15 · 12 citations
Computer Science · #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- On the Emergence of Thinking in LLMs I: Searching for the Right Intuition
2025/02/10 by Guanghao Ye, Ye, Guanghao, Khiem Duc Pham +13 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- Private Convex Optimization via Exponential Mechanism
2022/03/01 by Sivakanth Gopi, Yin Tat Lee, Gopi, Sivakanth +3 · 3 citations
Computer Science · Mathematics · #Privacy-Preserving Technologies in Data #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques
- Maximally Recoverable LRCs: A field size lower bound and constructions for few heavy parities
2017/10/27 by Sivakanth Gopi, Venkatesan Guruswami, Gopi, Sivakanth +3 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cellular Automata and Applications #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Information Theory (cs.IT)
- Improved Maximally Recoverable LRCs using Skew Polynomials
2020/12/14 by Sivakanth Gopi, Gopi, Sivakanth, Venkatesan Guruswami +1 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Coding theory and cryptography #Computational Complexity (cs.CC) #Error Correcting Code Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Rings and Algebras (math.RA)
- Selective Pre-training for Private Fine-tuning
2023/05/23 by Dahua Yu, Yu, Da, Sivakanth Gopi +13 · 2 citations
Engineering · #Advancements in Photolithography Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improved Field Size Bounds for Higher Order MDS Codes
2022/12/21 by Joshua Brakensiek, Brakensiek, Joshua, Manik Dhar +3 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Coding theory and cryptography #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT)
- Lower Bounds for Maximally Recoverable Tensor Code and Higher Order MDS\n Codes
2021/07/22 by Joshua Brakensiek, Sivakanth Gopi, Brakensiek, Joshua +3 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Computational Complexity (cs.CC) #Cooperative Communication and Network Coding #Error Correcting Code Techniques #FOS: Computer and information sciences #Information Theory (cs.IT)
- Private Convex Optimization in General Norms
2022/07/18 by Sivakanth Gopi, Gopi, Sivakanth, Yin Tat Lee +7 · 1 citation
Computer Science · Medicine · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Pharmacological Effects and Toxicity Studies #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Generalized GM-MDS: Polynomial Codes are Higher Order MDS
2023/10/19 by Joshua Brakensiek, Brakensiek, Joshua, Manik Dhar +3 · 2 citations
Computer Science · Engineering · #Algebraic Geometry (math.AG) #Coding theory and cryptography #Combinatorics (math.CO) #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #graph theory and CDMA systems