Juan Ramirez
4 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
sparse model
(2)
constrained optimization
(2)
algorithmic fairness
(1)
preference optimization
(1)
empirical risk minimization
(1)
model pruning
(1)
primal-dual method
(1)
momentum method
(1)
gradient descent ascent
(1)
lagrange multiplier
(1)
disparate impact
(1)
tail behavior
(1)
sparsity control
(1)
feasibility problem
(1)
pi controller
(1)
stabilization
(1)
model compression
(1)
νpi algorithm
(1)
neural network pruning
(1)
Papers
Feasible Learning
AISTATS 2025
Balancing Act: Constraining Disparate Impact in Sparse Models
ICLR 2024
On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization
ICML 2024
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints
NeurIPS 2022