Gopi, Sivakanth
- Textbooks Are All You Need
2023/06/20 by Suriya Gunasekar, Gunasekar, Suriya, Yi Zhang +35 · 11 voices · 60 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 115 citations
#cs.LG #cs.AI #cs.CL
- Differentially Private Fine-tuning of Language Models
2021/10/13 by Yu, Da, Naik, Saurabh, Backurs, Arturs +9 · 37 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Differentially Private Synthetic Data via Foundation Model APIs 2: Text
2024/03/04 by Chulin Xie, Xie, Chulin, Zinan Lin +22 · 1 voice · 12 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 · 17 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 · 13 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
- 2-Server PIR with sub-polynomial communication
2014/07/24 by Dvir, Zeev, Gopi, Sivakanth · 4 citations
#Computational Complexity (cs.CC) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- 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 · 4 citations
Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Corporate Insolvency and Governance #FOS: Computer and information sciences #Legal Education and Practice Innovations #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- Generic Reed-Solomon Codes Achieve List-decoding Capacity
2022/06/10 by Brakensiek, Joshua, Gopi, Sivakanth, Makam, Visu · 6 citations
#Combinatorics (math.CO) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT)
- Private Convex Optimization via Exponential Mechanism
2022/03/01 by Sivakanth Gopi, Gopi, Sivakanth, Yin Tat Lee +3 · 4 citations
Computer Science · Mathematics · #Privacy-Preserving Technologies in Data #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques
- Differentially Private Synthetic Data via Foundation Model APIs 1: Images
2023/05/24 by Lin, Zinan, Gopi, Sivakanth, Kulkarni, Janardhan +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fast and Memory Efficient Differentially Private-SGD via JL Projections
2021/02/05 by Bu, Zhiqi, Gopi, Sivakanth, Kulkarni, Janardhan +3 · 3 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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)
- Rigidity matroids and linear algebraic matroids with applications to matrix completion and tensor codes
2024/05/01 by Brakensiek, Joshua, Dhar, Manik, Gao, Jiyang +2 · 6 citations
#05B35 #52C25 #94B05 #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT)
- Locally Private Hypothesis Selection
2020/02/21 by Gopi, Sivakanth, Kamath, Gautam, Kulkarni, Janardhan +3 · 2 citations
#Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Improved Maximally Recoverable LRCs using Skew Polynomials
2020/12/14 by Sivakanth Gopi, Gopi, Sivakanth, Venkatesan Guruswami +1 · 3 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)
- Trellis BMA: Coded Trace Reconstruction on IDS Channels for DNA Storage
2021/07/14 by Srinivasavaradhan, Sundara Rajan, Gopi, Sivakanth, Pfister, Henry D. +1 · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT)
- A Geometric Perspective on the Injective Norm of Sums of Random Tensors
2024/11/15 by Bandeira, Afonso S., Gopi, Sivakanth, Jiang, Haotian +2 · 5 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Probability (math.PR) #Statistics Theory (math.ST)
- Algorithmic Aspects of the Log-Laplace Transform and a Non-Euclidean Proximal Sampler
2023/02/13 by Gopi, Sivakanth, Lee, Yin Tat, Liu, Daogao +2 · 2 citations
#Computation (stat.CO) #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR)
- Private Convex Optimization in General Norms
2022/07/18 by Sivakanth Gopi, Gopi, Sivakanth, Yin Tat Lee +7 · 2 citations
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
- Selective Pre-training for Private Fine-tuning
2023/05/23 by Dahua Yu, Sivakanth Gopi, Yu, Da +13 · 2 citations
Engineering · #Advancements in Photolithography Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Competitive analysis of the top-K ranking problem
2016/05/12 by Chen, Xi, Gopi, Sivakanth, Mao, Jieming +1 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Lower bounds for 2-query LCCs over large alphabet
2016/11/21 by Bhattacharyya, Arnab, Gopi, Sivakanth, Tal, Avishay · 1 citation
#Computational Complexity (cs.CC) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences
- Improved Field Size Bounds for Higher Order MDS Codes
2022/12/21 by Joshua Brakensiek, Manik Dhar, Brakensiek, Joshua +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, Brakensiek, Joshua, Sivakanth Gopi +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)
- AG Codes Achieve List-decoding Capacity over Constant-sized Fields
2023/10/19 by Brakensiek, Joshua, Dhar, Manik, Gopi, Sivakanth +1 · 3 citations
#Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT)
- A construction of Maximally Recoverable LRCs for small number of local groups
2022/12/23 by Dhar, Manik, Gopi, Sivakanth · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT)
- 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