- Nearly Tight Regret Bounds for Profit Maximization in Bilateral Trade
2025/09/26 by Simone Di Gregorio, Paul Dütting, Di Gregorio, Simone +5 · 1 citation
Decision Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Benchmark (surveying) #Bilateral trade #Game Theory and Applications #Heuristics #Profit (economics) #Profit maximization #Regret #Scheduling (production processes) #Sublinear function
- Regret Minimization for Piecewise Linear Rewards: Contracts, Auctions, and Beyond
2025/03/03 by Francesco Bacchiocchi, Bacchiocchi, Francesco, Matteo Castiglioni +5 · 4 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #Bidding #Function (biology) #Linear programming #Monotonic function #Piecewise #Piecewise linear function #Regret #cs.GT #cs.LG
- Any-Time Regret-Guaranteed Algorithm for Control of Linear Quadratic Systems
2024/06/11 by Jafar Abbaszadeh Chekan, Chekan, Jafar Abbaszadeh, Cedric Langbort +2 · 2 citations
Engineering · Mathematics · #Adaptive control #Advanced Algorithms and Applications #Advanced Research in Science and Engineering #Aerospace Engineering and Control Systems #Algorithm #Artificial intelligence #Computer science #Control (management) #Control theory (sociology) #Machine learning #Mathematical optimization #Mathematics #Quadratic equation #Regret
- From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples
2024/04/11 by Robert Vacareanu, Vlad-Andrei Negru, Vacareanu, Robert +6 · 4 voices · 27 citations
Computer Science · Mathematics · #AdaBoost #Artificial intelligence #Boosting (machine learning) #Computer science #Context (archaeology) #Explainable Artificial Intelligence (XAI) #Geography #Gradient boosting #Linear regression #Machine learning #Mathematics #Natural Language Processing Techniques #Natural language processing #Random forest #Regression #Regret #Statistics #Support vector machine #Topic Modeling #cs.AI #cs.CL
- On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
2022/10/19 by Haotian Ye, Xiaoyu Chen, Ye, Haotian +5 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Action (physics) #Advanced Bandit Algorithms Research #Algorithm #Artificial intelligence #Computer science #Constant (computer programming) #Data Stream Mining Techniques #FOS: Computer and information sciences #Generalization #Machine Learning (cs.LG) #Machine learning #Mathematical optimization #Mathematics #Power (physics) #Regret #Reinforcement Learning in Robotics #Reinforcement learning #Space (punctuation) #State (computer science) #State space #Statistics #Training (meteorology)
- Group Meritocratic Fairness in Linear Contextual Bandits
2022/06/07 by Riccardo Grazzi, Grazzi, Riccardo, Arya Akhavan +7 · 1 citation
Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Combinatorics #Computer science #Context (archaeology) #Distribution (mathematics) #Economics #FOS: Computer and information sciences #Function (biology) #Group (periodic table) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematics #Order (exchange) #Rank (graph theory) #Regret #Statistics
- On Optimal Robustness to Adversarial Corruption in Online Decision Problems
2021/09/22 by Shinji Ito, Ito, Shinji · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Adversarial system #Artificial intelligence #Binary logarithm #Combinatorics #Computer science #FOS: Computer and information sciences #Logarithm #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Mathematical optimization #Mathematics #Optimization and Search Problems #Regret #Robustness (evolution) #Statistics #Upper and lower bounds
- Bilateral Trade: A Regret Minimization Perspective
2021/09/08 by Nicolò Cesa‐Bianchi, Cesa-Bianchi, Nicolò, Tommaso Cesari +7 · 1 citation
Decision Sciences · Mathematics · Psychology · #Advanced Bandit Algorithms Research #Artificial intelligence #Auction Theory and Applications #Benchmark (surveying) #Bounded function #Computer Science and Game Theory (cs.GT) #Computer science #Economics #FOS: Computer and information sciences #FOS: Economics and business #Game Theory and Applications #Hindsight bias #Machine Learning (cs.LG) #Mathematical economics #Mathematics #Microeconomics #Perspective (graphical) #Psychology #Regret #Statistics #Theoretical Economics (econ.TH)
- Making better career decisions: From challenges to opportunities
2021/04/01 by Itamar Gati, Viktória Kulcsár · 15 citations
Engineering · Psychology · Social Sciences · #Ambiguity #Artificial intelligence #Business #Business decision mapping #Career Development and Diversity #Career development #Career portfolio #Cognitive Information Processing #Cognitive psychology #Compromise #Computer science #Decision engineering #Decision fatigue #Decision support system #Decision-making #Economics #Management science #Marketing #Normative #Political science #Process (computing) #Psychological and Educational Research Studies #Psychology #Regret #Salience (neuroscience) #Satisficing #Social psychology #Sociology #Technology Assessment and Management
- Adaptive Importance Sampling for Finite-Sum Optimization and Sampling\n with Decreasing Step-Sizes
2021/03/22 by Ayoub El Hanchi, Hanchi, Ayoub El, David A. Stephens +1 · 1 citation
Computer Science · Decision Sciences · Engineering · Mathematics · #Adaptive sampling #Advanced Bandit Algorithms Research #Algorithm #Computer science #Convergence (economics) #Estimator #FOS: Computer and information sciences #FOS: Mathematics #Importance sampling #Key (lock) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Markov Chains and Monte Carlo Methods #Mathematical optimization #Mathematics #Monte Carlo method #Optimization and Control (math.OC) #Rate of convergence #Regret #Sampling (signal processing) #Simple (philosophy) #Sparse and Compressive Sensing Techniques #Statistics #Stochastic Gradient Optimization Techniques #Variance (accounting) #Variance reduction
- Locally Differentially Private (Contextual) Bandits Learning
2020/06/01 by Kai Zheng, Zheng, Kai, Tianle Cai +7 · 7 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Artificial intelligence #Black box #Combinatorics #Computer science #Context (archaeology) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine learning #Mathematical optimization #Mathematics #Omega #Point (geometry) #Regret #Regular polygon #Simple (philosophy) #Stochastic Gradient Optimization Techniques #Tilde
- Online Learning: A Modern Introduction Using Convex Optimization
2019/12/31 by Francesco Orabona, Orabona, Francesco · 3 voices · 96 citations
Computer Science · Decision Sciences · Engineering · Mathematics · #Active learning (machine learning) #Advanced Bandit Algorithms Research #Algorithm #Artificial intelligence #Computer science #Convex optimization #Euclidean geometry #Machine Learning and Algorithms #Machine learning #Mathematical optimization #Mathematical proof #Mathematics #Online algorithm #Online learning #Online machine learning #Regret #Regular polygon #Simple (philosophy) #Sparse and Compressive Sensing Techniques #cs.LG #math.OC #stat.ML
- Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits
2018/07/19 by Julian Zimmert, Zimmert, Julian, Yevgeny Seldin +1 · 16 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Adversarial system #Algorithm #Artificial intelligence #Computer science #FOS: Computer and information sciences #Logarithm #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Mathematical optimization #Mathematics #Regret #Regularization (linguistics) #Reinforcement Learning in Robotics
- The Multi-fidelity Multi-armed Bandit
2016/10/30 by Kirthevasan Kandasamy, Kandasamy, Kirthevasan, Gautam Dasarathy +5 · 3 citations
Computer Science · Decision Sciences · Engineering · Mathematics · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Complement (music) #Computer science #Decision-Making and Behavioral Economics #Engineering #FOS: Computer and information sciences #Fidelity #Machine Learning (cs.LG) #Machine learning #Mathematical economics #Mathematical optimization #Mathematics #Multi-armed bandit #Outcome (game theory) #Regret #Sequence (biology) #Set (abstract data type) #Task (project management) #Upper and lower bounds #cs.LG
- The Books of Lost Tales: Tolkien as Metafictionist
2010/01/01 by Vladimir Brljak · 1 citation
Arts and Humanities · Psychology · #Themes in Literature Analysis #Folklore, Mythology, and Literature Studies #Comics and Graphic Narratives #Literature #Poetry #Philosophy #Embarrassment #Value (mathematics) #Parallels #Regret #Art #Identity (music) #Aesthetics #Psychology #Computer science
- How Children Reacted to Televised Coverage of the Space Shuttle Disaster
1989/06/01 by John Wright, Dale Kunkel, Marites F. Piñon +1 · 2 citations
Arts and Humanities · Social Sciences · Psychology · Engineering · #Media Influence and Health #Rhetoric and Communication Studies #Media Studies and Communication #Regret #Space (punctuation) #Psychology #Cognition #Social psychology #Space Shuttle #Advertising #Computer science #Engineering #Business
- John Donowell's views of Chiswick and other gardens
1987/01/01 by Michael Symes · 1 citation
Arts and Humanities · Engineering · Mathematics · #Historical Art and Culture Studies #Regret #Elevation (ballistics) #Art history #Art #History #Engineering #Mathematics