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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Nirjhar Das

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Review Jul 2026

Packing Linear Programs and Fractional Knapsack using Comparison Oracles

We study the problem of recovering the objective of a packing linear program when the algorithm accesses only comparison information about optimal solutions under varying constraint matrices. Motivated by optimization with comparison oracles (Cohen-Addad et al., STOC 2026) and preference feedback (Kaufmann et al., TMLR...

Ritabrata Barat, Siddharth Barman, Nirjhar Das et al. · 0 citations

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