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PowerPoint Presentationvene.ro/talks/sparsemap-icml18-talk.pdf · 2020. 10. 15. · PowerPoint...
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Transcript of PowerPoint Presentationvene.ro/talks/sparsemap-icml18-talk.pdf · 2020. 10. 15. · PowerPoint...
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M = conv( Y ) where Y = { , , … }
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⊤
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⊤
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⊤
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⊤
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MΔ
μ⊤
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〈x, p〉p ∈ Δ
〈 η, μ〉μ ∈M
MΔ
μ
p* = e i i = (x )
⊤
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〈x, p〉p ∈ Δ
〈x, p〉+ H(p )p ∈ Δ
〈 η, μ〉μ ∈M
〈 η, μ〉+ H(μ )μ ∈M
MΔ
μ⊤
p* = exp(x ) / Z
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〈x, p〉p ∈ Δ
〈x, p〉+ H(p )p ∈ Δ
〈 η, μ〉μ ∈M
〈 η, μ〉+ H(μ )μ ∈M
MΔ
μ⊤
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〈x, p〉p ∈ Δ
〈x, p〉+ H(p )p ∈ Δ
〈 η, μ〉μ ∈M
〈 η, μ〉+ H(μ )μ ∈M
MΔ
〈x, p〉– ½ ‖Ap ‖2
p ∈ Δ
〈 η, μ〉– ½ ‖μ ‖2
μ ∈M
μ⊤
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∂ μ *∂ η
〈 η, μ〉– ½ ‖μ ‖2
μ ∈M
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LA (η, μ ) = 〈 η, μ〉– ½ ‖μ ‖2 }–〈 η, μ〉+ ½ ‖μ ‖2
μ ∈M
LA (η, μ ) = 〈 η, μ〉– ½ ‖μ ‖2 + ρ(μ, μ ) }–〈 η, μ〉+ ½ ‖μ ‖2
μ ∈M
ρ
_ _
_
_ _
_
_
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MΔ