Mert Pilanci
~Mert_Pilanci3
19
论文总数
9.5
年均投稿
平均评分
接收情况9/19
会议分布
ICLR
13
NeurIPS
4
ICML
2
发表论文 (19 篇)
202513 篇
4
SERDES Link Training with Edge Inference: Neural-Network Driven Discrete Optimization to Maximize Link Efficiency
ICLR 2025Rejected
5
Scalable Preference Learning for Large Language Models via Convex Optimization
ICLR 2025withdrawn
5
Reinforcement Learning and Heuristics for Hardware-Efficient Constrained Code Design
ICLR 2025Rejected
4
Convex Distillation: Efficient Compression of Deep Networks via Convex Optimization
ICLR 2025Rejected
5
Black Boxes and Looking Glasses: Multilevel Symmetries, Reflection Planes, and Convex Optimization in Deep Networks
ICLR 2025withdrawn
4
Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing
ICLR 2025Poster
5
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes
ICLR 2025Rejected
5
Exploring The Loss Landscape Of Regularized Neural Networks Via Convex Duality
ICLR 2025Oral
5
Adaptive Inference: Theoretical Limits and Opportunities for Efficient AI
ICLR 2025Rejected
3
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes
ICML 2025Poster
4
Adversarial Training of Two-Layer Polynomial and ReLU Activation Networks via Convex Optimization
ICLR 2025withdrawn
3
Geometric Algebra Planes: Convex Implicit Neural Volumes
ICML 2025Poster
4
Geometric Algebra Planes: Convex Implicit Neural Volumes
ICLR 2025Rejected
20246 篇
4
Spectral Adapter: Fine-Tuning in Spectral Space
NeurIPS 2024Poster
4
Analyzing Neural Network Based Generative Diffusion Models via Convexification
ICLR 2024Rejected
4
CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks
NeurIPS 2024Poster
5
Compressing Large Language Models using Low Rank and Low Precision Decomposition
NeurIPS 2024Poster
5
Scaling Convex Neural Networks with Burer-Monteiro Factorization
ICLR 2024Poster
4
Adaptive Sampling for Efficient Softmax Approximation
NeurIPS 2024Poster