Matt Kusner
21 papers · 2013–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (12)
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(5)
🗃️
Keyword Collector
(80)
🚀
Conference Pioneer
📈
Trend Setter
💎
Century Club
(21)
❓
The Questioner
Conferences
ICML (14)
ICLR (3)
AISTATS (2)
CLEAR (1)
NAACL (1)
Top co-authors
Research topics
Keywords
constrained optimization
(3)
causal inference
(3)
test-time cost
(2)
hyperparameter tuning
(2)
bayesian optimization
(2)
causal effect
(2)
proximal causal learning
(2)
feature extraction
(1)
causal effect estimation
(1)
domain adaptation
(1)
neural machine translation
(1)
neural network sparsification
(1)
data augmentation
(1)
feature representation
(1)
algorithmic fairness
(1)
secure multi-party computation
(1)
label noise
(1)
gradient-based optimization
(1)
document classification
(1)
nearest neighbor
(1)
Papers
When Can Proxies Improve the Sample Complexity of Preference Learning?
ICML 2025
Calibrated Physics-Informed Uncertainty Quantification
ICML 2025
An Auditing Test to Detect Behavioral Shift in Language Models
ICLR 2025
Proxy Methods for Domain Adaptation
AISTATS 2024
Stochastic Causal Programming for Bounding Treatment Effects
CLEAR 2023
DAG Learning on the Permutahedron
ICLR 2023
Proximal Causal Learning with Kernels: Two-Stage Estimation and Moment Restriction
ICML 2021
Counterfactual Data Augmentation for Neural Machine Translation
NAACL 2021
Learning Binary Decision Trees by Argmin Differentiation
ICML 2021
Operationalizing Complex Causes: A Pragmatic View of Mediation
ICML 2021
Differentiable Causal Backdoor Discovery
AISTATS 2020
Making Decisions that Reduce Discriminatory Impacts
ICML 2019
Blind Justice: Fairness with Encrypted Sensitive Attributes
ICML 2018
Learning a Generative Model for Validity in Complex Discrete Structures
ICLR 2018
TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service
ICML 2018
From Word Embeddings To Document Distances
ICML 2015
Differentially Private Bayesian Optimization
ICML 2015
Stochastic Neighbor Compression
ICML 2014
Bayesian Optimization with Inequality Constraints
ICML 2014
Anytime Representation Learning
ICML 2013
Cost-Sensitive Tree of Classifiers
ICML 2013