Optimization

Hypernetworks in Meta-Reinforcement Learning CoRL 2022 HyperTree Proof Search for Neural Theorem Proving NeurIPS 2022 Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems AAAI 2022 I AM A.I. Gradient Descent – an Open-Source Digital Game for Inquiry-Based CLIL Learning AAAI 2022 IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data ICML 2022 iFlood: A Stable and Effective Regularizer ICLR 2022 IGLU: Efficient GCN Training via Lazy Updates ICLR 2022 iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control AAAI 2022 Image Based Reconstruction of Liquids From 2D Surface Detections CVPR 2022 Imbedding Deep Neural Networks ICLR 2022 IMED-RL: Regret optimal learning of ergodic Markov decision processes NeurIPS 2022 IMO^3: Interactive Multi-Objective Off-Policy Optimization IJCAI 2022 Implicit Bias of Gradient Descent on Reparametrized Models: On Equivalence to Mirror Descent NeurIPS 2022 Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension ICLR 2022 Implicit Bias of the Step Size in Linear Diagonal Neural Networks ICML 2022 Implicit Differentiation for Fast Hyperparameter Selection in Non-Smooth Convex Learning JMLR 2022 Implicit Parameter-free Online Learning with Truncated Linear Models ALT 2022 Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions NeurIPS 2022 Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and its Application to Optimization NeurIPS 2022 Improved Imaging by Invex Regularizers with Global Optima Guarantees NeurIPS 2022 Improved Maximin Guarantees for Subadditive and Fractionally Subadditive Fair Allocation Problem AAAI 2022 Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting ACL 2022 Improved Rates for Differentially Private Stochastic Convex Optimization with Heavy-Tailed Data ICML 2022 Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning EMNLP 2022 Improve Single-Point Zeroth-Order Optimization Using High-Pass and Low-Pass Filters ICML 2022