Mahdi Milani Fard
9 papers · 2013–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(7)
Optimization & Theory
(5)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Applications
(2)
Core AI
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Methods
(1)
Optimization
(1)
Keywords
ensemble learning
(2)
partially observable system
(2)
predictive state representation
(2)
black-box optimization
(2)
compressed sensing
(2)
example weighting
(2)
model-based reinforcement learning
(1)
markov chain monte carlo
(1)
reinforcement learning
(1)
gradient estimation
(1)
metric optimization
(1)
label noise
(1)
policy evaluation
(1)
value function approximation
(1)
partial observability
(1)
feature selection
(1)
lattice regression
(1)
bellman error
(1)
confusion matrix
(1)
ranking problem
(1)
Papers
Optimizing Black-box Metrics with Iterative Example Weighting
ICML 2021
Optimizing Black-box Metrics with Adaptive Surrogates
ICML 2020
Metric-Optimized Example Weights
ICML 2019
Constrained Interacting Submodular Groupings
ICML 2018
Fast and Flexible Monotonic Functions with Ensembles of Lattices
NeurIPS 2016
Launch and Iterate: Reducing Prediction Churn
NeurIPS 2016
Efficient Learning and Planning with Compressed Predictive States
JMLR 2014
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
NeurIPS 2013
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations
ICML 2013