Daniel R. Sheldon
13 papers · 2007–2022 · 1 conference · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14)
🏃
Academic Marathon
(15)
🧭
Keyword Pioneer
🏆
Keyword Champion
🌱
Topic Pioneer
🗃️
Keyword Collector
(68)
📈
Trend Setter
💎
Century Club
(13)
🔥
Unstoppable
(5)
Conferences
NIPS (13)
Top co-authors
Research topics
Keywords
differential privacy
(4)
variational inference
(3)
probabilistic inference
(3)
bayesian inference
(2)
gaussian process
(2)
stochastic optimization
(2)
graphical model
(2)
bird migration
(2)
importance weighting
(2)
posterior distribution
(2)
latent variable model
(2)
importance sampling
(1)
monte carlo estimation
(1)
dynamic programming
(1)
statistical modeling
(1)
ecological modeling
(1)
markov chain monte carlo
(1)
viterbi algorithm
(1)
sample path reconstruction
(1)
gibbs sampling
(1)
Papers
Kernel Interpolation with Sparse Grids
NIPS 2022
Relaxed Marginal Consistency for Differentially Private Query Answering
NIPS 2021
Permute-and-Flip: A new mechanism for differentially private selection
NIPS 2020
Advances in Black-Box VI: Normalizing Flows, Importance Weighting, and Optimization
NIPS 2020
Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation
NIPS 2019
Differentially Private Bayesian Linear Regression
NIPS 2019
Importance Weighting and Variational Inference
NIPS 2018
Differentially Private Bayesian Inference for Exponential Families
NIPS 2018
Inferring Latent Velocities from Weather Radar Data using Gaussian Processes
NIPS 2018
Probabilistic Inference with Generating Functions for Poisson Latent Variable Models
NIPS 2016
Stochastic Network Design in Bidirected Trees
NIPS 2014
Collective Graphical Models
NIPS 2011
Collective Inference on Markov Models for Modeling Bird Migration
NIPS 2007