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Research map / Graph learning / Graph algorithms and clustering

The Price of Connectivity in Fair Division

AAAI 2021 · Graph learning › Graph algorithms and clustering · approach: Graph comparison and random features · 21 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Require connected bundles on a graph with vertex connectivity 1Two-agent MMS allocation · Graphs with vertex connectivity 1PoC: PoC(G,2) = k; k is at least 2Hurt
Use a biconnected graph rather than a graph with a cut vertexTwo-agent MMS allocation · Biconnected graphsPoC: ≤ 4/3; vertex connectivity 1 has PoC at least 2Helped
Require connected bundles on a graph that is not (2,k)-linkedTwo-agent MMS allocation · Graphs that are not (2,k)-linkedPoC: ≥ 2k/(2k-1)Hurt
Remove a nonempty matching from a complete graph, excluding L5Two-agent MMS allocation · Complete graphs with a nonempty matching removedPoC: (2m-4)/(2m-5)Hurt
Require connected bundles on an arbitrary graphMMS allocation for n agents · Any graph, m ≥ nMMS fraction guaranteed: 1/(m-n+1)Hurt
Use a star graph with connected bundlesMMS allocation for n agents · Star, m ≥ nPoC: m-n+1Hurt
Use a path graph with connected bundlesMMS allocation for n agents · Path, m ≥ 2n-1PoC: nHurt
Use a path graph with connected bundlesMMS allocation for n agents · Path, n ≤ m < 2n-1PoC: m-n+1Hurt
Use indivisible proportional share (IPS) for connected allocation on a pathMMS allocation for n agents · PathMMS fraction guaranteed: IPS(n,m) = 1/n if m ≥ 2n-1; 1/(m-n+1) if n ≤ m < 2n-1Helped
Require connected bundles on a non-complete graphTwo-agent EFX allocation · Any non-complete graphEFX existenceHurt
Use a tree other than a path or a star with three edgesThree-agent EF1 allocation · TreesEF1 existenceHurt
Allocate the two sides of a complete bipartite graph in opposite round-robin ordersAdditive allocation for n agents · Complete bipartite graph K_{a,b}, a,b ≥ nEF relaxationHelped

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