Will Ma
- Strong mixed-integer programming formulations for trained neural networks
2020/02/13 by Ross Anderson, Joey Huchette, Will Ma +2 · 17 citations
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Advanced Neural Network Applications
- Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
2022/06/22 by Billy Jin, Will Ma, Jin, Billy +1 · 4 citations
Computer Science · Economics, Econometrics and Finance · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Voting Systems #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data
- The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
2020/06/24 by Christian Tjandraatmadja, Tjandraatmadja, Christian, Ross Anderson +9 · 3 citations
Computer Science · Engineering · #68T07 #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Sample Complexity of Posted Pricing for a Single Item
2024/06/02 by Billy Jin, Jin, Billy, Thomas Keßelheim +5 · 5 citations
Business, Management and Accounting · #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
- Tight Guarantees for Multi-unit Prophet Inequalities and Online Stochastic Knapsack
2021/07/05 by Jiashuo Jiang, Will Ma, Jiang, Jiashuo +3 · 2 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems #Supply Chain and Inventory Management
- Fair Secretaries with Unfair Predictions
2024/11/15 by Eric Balkanski, Balkanski, Eric, Will Ma +3 · 4 citations
Economics, Econometrics and Finance · Social Sciences · #Data Structures and Algorithms (cs.DS) #Defense, Military, and Policy Studies #FOS: Computer and information sciences #Intelligence, Security, War Strategy #Machine Learning (cs.LG)
- On Policies for Single-leg Revenue Management with Limited Demand Information
2018/10/25 by Will Ma, David Simchi‐Levi, Ma, Will +3 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems #Supply Chain and Inventory Management
- Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-dependent Competitive Ratios
2019/05/12 by Will Ma, David Simchi‐Levi, Ma, Will +1 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems #Supply Chain and Inventory Management
- Algorithms for Online Matching, Assortment, and Pricing with Tight Weight-Dependent Competitive Ratios
2020/06/02 by Will Ma, David Simchi-Levi, David Simchi‐Levi · 1 citation
Computer Science · Business, Management and Accounting · Decision Sciences · #Optimization and Search Problems #Supply Chain and Inventory Management #Auction Theory and Applications
- Order-optimal Correlated Rounding for Fulfilling Multi-item E-commerce Orders
2022/07/11 by Will Ma, Ma, Will · 1 citation
Computer Science · Engineering · #Optimization and Search Problems #Optimization and Packing Problems #Advanced Manufacturing and Logistics Optimization
- Optimizing Inventory Placement for a Downstream Online Matching Problem
2024/03/07 by Boris Epstein, Epstein, Boris, Will Ma +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Caching and Content Delivery #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems