Mykel J Kochenderfer
14 papers · 2018–2024 · 1 conference · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Academic Marathon (6) π§ Keyword Pioneer π Cross-Pollinator (7) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(38)
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Keyword Champion
π
Century Club
(14)
π
Trend Setter
π₯
Unstoppable
(7)
ποΈ
Keyword Collector
(78)
Conferences
NIPS (14)
Top co-authors
Keywords
generative model
(3)
variational autoencoder
(3)
value iteration
(2)
sample complexity
(2)
autonomous system
(2)
uncertainty quantification
(1)
function approximation
(1)
benchmark evaluation
(1)
multimodal learning
(1)
model evaluation
(1)
variational inference
(1)
pac learning
(1)
trajectory forecasting
(1)
deep learning
(1)
linear methods
(1)
graph representation learning
(1)
markov decision process
(1)
model predictive control
(1)
kullback-leibler divergence
(1)
attention mechanism
(1)
Papers
BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices
NIPS 2024
Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model
NIPS 2023
AVOIDDS: Aircraft Vision-based Intruder Detection Dataset and Simulator
NIPS 2023
Risk-Driven Design of Perception Systems
NIPS 2022
Collaborative Decision Making Using Action Suggestions
NIPS 2022
Interaction Modeling with Multiplex Attention
NIPS 2022
Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models
NIPS 2021
Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders
NIPS 2020
Handling Missing Data with Graph Representation Learning
NIPS 2020
Provably Efficient Reward-Agnostic Navigation with Linear Value Iteration
NIPS 2020
Almost Horizon-Free Structure-Aware Best Policy Identification with a Generative Model
NIPS 2019
Limiting Extrapolation in Linear Approximate Value Iteration
NIPS 2019
Amortized Inference Regularization
NIPS 2018
Deep Dynamical Modeling and Control of Unsteady Fluid Flows
NIPS 2018