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Simon Lacoste-Julien

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

10

papers

511

total citations

papers (10)

Differentiable Causal Discovery from Interventional Data

NEURIPS 2020arXiv

Stochastic Gradient Descent-Ascent and Consensus Optimization for Smooth Games: Convergence Analysis under Expected Co-coercivity

NEURIPS 2021arXiv

Adversarial Example Games

NEURIPS 2020arXiv

Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation

NEURIPS 2023arXiv

Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution

NEURIPS 2022arXiv

Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints

NEURIPS 2022arXiv

Data-Efficient Structured Pruning via Submodular Optimization

NEURIPS 2022arXiv

Understanding Adam Requires Better Rotation Dependent Assumptions

NEURIPS 2025arXiv

On PI Controllers for Updating Lagrange Multipliers in Constrained Optimization

Accelerating Training with Neuron Interaction and Nowcasting Networks