Panos Toulis
7 papers · 2013–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Keyword Pioneer
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
stochastic gradient descent
(3)
causal inference
(2)
parameter estimation
(2)
stability analysis
(1)
bayesian estimation
(1)
implicit updates
(1)
robust inference
(1)
high-dimensional regression
(1)
high-dimensional linear model
(1)
linear convergence
(1)
social network
(1)
dynamical system
(1)
convergence rate
(1)
heavy-tailed distribution
(1)
confidence interval
(1)
momentum method
(1)
statistical efficiency
(1)
numerical stability
(1)
policy analysis
(1)
panel data
(1)
Papers
“Plus/minus the learning rate”: Easy and Scalable Statistical Inference with SGD
AISTATS 2023
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum
L4DC 2022
Robust Inference for High-Dimensional Linear Models via Residual Randomization
ICML 2021
Dynamical Systems Theory for Causal Inference with Application to Synthetic Control Methods
AISTATS 2020
Convergence diagnostics for stochastic gradient descent with constant learning rate
AISTATS 2018
Towards Stability and Optimality in Stochastic Gradient Descent
AISTATS 2016
Estimation of Causal Peer Influence Effects
ICML 2013