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Christos Papadimitriou

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  • ITCS2 editions2021–2023

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titleconferencedate
What neural machinery is needed for language acquisition (Virtual Talk)Understanding Higher-Level Intelligence from AI, Psychology, and Neuroscience Perspectives2024-06-24
A minimal neural model called NEMO postulates cortical assemblies, discrete timesteps, random sparse synapses, Hebbian updates and long-range inhibitory…
Talk on
Extremal Combinatorics, iterated pigeonhole arguments, and generalizations of PPPITCS 20232023-01-10
Paper defines a two-player long choice game on 2^n pigeons whose iterated-majority argument yields class PLC; it reduces the classic pigeonhole circuit (PPP)…
Talk
Total Function Problems in the Polynomial Hierarchy50 Years of Satisfiability: The Centrality of SAT in the Theory of Computing2021-02-11
Defines total search problems beyond NP, locates a new union‑bound class (PEP/APEP) and proposes the circuit‑complexity construction "complexity" as the…
Talk
Total Functions in the Polynomial HierarchyITCS 20212021-01-06
Defines a hierarchy TFΣi of total search classes and proves specific natural problems sit at low levels: the empty problem is in TFΣ2 via a union‑bound /…
Talk
Computation with AssembliesComputational Theories of the Brain 20182018-04-16
Asserts an Assembly Hypothesis where synchronized, persistent neuron populations perform operations like projection, association and merge; projection creates…
Talk on
Theory of Computation IThe Brain and Computation Boot Camp2018-01-16
Overview mixes history and concrete results: 1936 Turing machine definition and the proof that some simple problems are unsolvable; von Neumann’s 1946…
Talk
Theory of Computation IIThe Brain and Computation Boot Camp2018-01-16
Perceptron learning gets a provable mistake bound of one over margin squared and becomes practical via the kernel trick that maps nonlinearly separable data…
Talk on
AGT and Machine LearningAlgorithmic Game Theory and Practice 20152015-11-16
Three concrete results: strategic classification models data as a Stackelberg game and proves that with a separable cost (or min of few separable functions) a…
Talk on
Complexity in AGT Update: Nash Approximability and Simultaneous AuctionsComplexity and Simplicity in Economics (Simons Institute workshop, 2015)2015-10-12
Christos Papadimitriou, UC Berkeley Complexity and Simplicity in Economics https://simons.berkeley.edu/talks/christos-papadimitriou-10-14
Talk
On Algorithmic Game Theory IEconomics and Computation Boot Camp 20152015-08-24
A brisk history of algorithmic game theory traces pre-’95 links to TCS and Herbert Simon’s bounded rationality, then shifts to concrete complexity results…
Talk on
On Algorithmic Game Theory IIEconomics and Computation Boot Camp 20152015-08-24
Survey of current problems: internet research concentrates on ad auctions, BGP and net neutrality, and cloud economics with no neat theoretical consensus; a…
Talk on
Presentation of Evolution and AlgorithmsComputational Theories of Evolution2014-03-17
Shows that standard population genetics under weak selection implements the multiplicative weights update: allele frequencies follow the MW equations, so…
Talk
Evolution and ComputationSymposium on Visions of the Theory of Computing 20132013-05-29
Claim: under weak selection classical Fisher‑Wright population genetics is equivalent to a repeated game run by genes using the multiplicative weights update…
Talk
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