A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness | Paper Citation Record

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This paper cites and White, D.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and White, D

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This paper cites Amortized Implicit Differentiation for Stochastic Bilevel Optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Amortized Implicit Differentiation for Stochastic Bilevel Optimization

Reference 2

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This paper cites C., Foster, D.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness C., Foster, D

Reference 3

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This paper cites Meta-learning with differentiable closed-form solvers.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Meta-learning with differentiable closed-form solvers

Reference 4

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This paper cites Non-stationary stochastic optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Non-stationary stochastic optimization

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This paper cites Domain adaptation with structural correspondence learning.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Domain adaptation with structural correspondence learning

Reference 6

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This paper cites Coresets via bilevel optimization for continual learning and streaming.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Coresets via bilevel optimization for continual learning and streaming

Reference 7

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This paper cites A large annotated corpus for learning natural language inference.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A large annotated corpus for learning natural language inference

Reference 8

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This paper cites and McGill, J.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and McGill, J

Reference 9

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This paper cites On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis

Reference 10

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This paper cites Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems

Reference 11

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This paper cites A single-timescale method for stochastic bilevel optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A single-timescale method for stochastic bilevel optimization

Reference 12

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This paper cites Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions

Reference 13

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This paper cites Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Generalized-Smooth Nonconvex Optimization is As Efficient As Smooth Nonconvex Optimization

Reference 14

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This paper cites Robustness to unbounded smoothness of generalized signsgd.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Robustness to unbounded smoothness of generalized signsgd

Reference 15

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This paper cites Episode: Episodic gradient clipping with periodic resampled corrections for federated learning with heterogeneous data.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Episode: Episodic gradient clipping with periodic resampled corrections for federated learning with heterogeneous data

Reference 16

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This paper cites Federated learning with client subsampling, data heterogeneity, and unbounded smoothness: A new algorithm and lower bounds.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Federated learning with client subsampling, data heterogeneity, and unbounded smoothness: A new algorithm and lower bounds

Reference 17

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This paper cites Stochastic optimization under distributional drift.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Stochastic optimization under distributional drift

Reference 18

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This paper cites A framework for bilevel optimization that enables stochastic and global variance reduction algorithms.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A framework for bilevel optimization that enables stochastic and global variance reduction algorithms

Reference 19

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This paper cites A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization

Reference 20

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This paper cites Saga: A fast incremental gradient method with support for non-strongly convex composite objectives.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Saga: A fast incremental gradient method with support for non-strongly convex composite objectives

Reference 21

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This paper cites A dynamic stochastic approximation method.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A dynamic stochastic approximation method

Reference 22

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Unresolved cited work

Reference 23

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This paper cites Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD

Reference 24

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and Hutter, F

Reference 25

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This paper cites Model-agnostic meta-learning for fast adaptation of deep networks.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Model-agnostic meta-learning for fast adaptation of deep networks

Reference 26

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This paper cites Bilevel programming for hyperparameter optimization and meta-learning.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Bilevel programming for hyperparameter optimization and meta-learning

Reference 27

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This paper cites and Lan, G.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and Lan, G

Reference 28

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This paper cites and Lan, G.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and Lan, G

Reference 29

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This paper cites Approximation Methods for Bilevel Programming.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Approximation Methods for Bilevel Programming

Reference 30

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Twitter sentiment classification using distant supervision

Reference 31

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This paper cites Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-start.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-start

Reference 32

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and Ljung, L

Reference 33

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This paper cites Randomized Stochastic Variance-Reduced Methods for Multi-Task Stochastic Bilevel Optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Randomized Stochastic Variance-Reduced Methods for Multi-Task Stochastic Bilevel Optimization

Reference 34

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This paper cites Bilevel coreset selection in continual learning: A new formulation and algorithm.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Bilevel coreset selection in continual learning: A new formulation and algorithm

Reference 35

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This paper cites Bilevel optimization under unbounded smoothness: A new algorithm and convergence analysis.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Bilevel optimization under unbounded smoothness: A new algorithm and convergence analysis

Reference 36

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and Kale, S

Reference 37

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This paper cites Beyond Convexity: Stochastic Quasi-Convex Optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Beyond Convexity: Stochastic Quasi-Convex Optimization

Reference 38

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and Schmidhuber, J

Reference 39

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This paper cites A two-timescale stochastic algorithm framework for bilevel optimization: Complexity analysis and application to actor-critic.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A two-timescale stochastic algorithm framework for bilevel optimization: Complexity analysis and application to actor-critic

Reference 40

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Bilevel optimization: Convergence analysis and enhanced design

Reference 41

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This paper cites Non-convex distributionally robust optimization: Non-asymptotic analysis.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Non-convex distributionally robust optimization: Non-asymptotic analysis

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This paper cites A near-optimal algorithm for stochastic bilevel optimization via double-momentum.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A near-optimal algorithm for stochastic bilevel optimization via double-momentum

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This paper cites and Tsitsiklis, J.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and Tsitsiklis, J

Reference 44

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation

Reference 45

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Unresolved cited work

Reference 46

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This paper cites An optimal method for stochastic composite optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness An optimal method for stochastic composite optimization

Reference 47

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Convergence of Adam Under Relaxed Assumptions

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Bome! bilevel optimization made easy: A simple first-order approach

Reference 49

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This paper cites A communication-efficient distributed gradient clipping algorithm for training deep neural networks.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A communication-efficient distributed gradient clipping algorithm for training deep neural networks

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This paper cites A generic first-order algorithmic framework for bi-level programming beyond lower-level singleton.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A generic first-order algorithmic framework for bi-level programming beyond lower-level singleton

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This paper cites Near-optimal non-convex stochastic optimization under generalized smoothness.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Near-optimal non-convex stochastic optimization under generalized smoothness

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This paper cites Bounds for the tracking error of first-order online optimization methods.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Bounds for the tracking error of first-order online optimization methods

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This paper cites Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML

Reference 54

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This paper cites M., and Levine, S.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness M., and Levine, S

Reference 55

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This paper cites Variance-reduced Clipping for Non-convex Optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Variance-reduced Clipping for Non-convex Optimization

Reference 56

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This paper cites FairBatch: Batch Selection for Model Fairness.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness FairBatch: Batch Selection for Model Fairness

Reference 57

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This paper cites and Shtern, S.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness and Shtern, S

Reference 58

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This paper cites Truncated back-propagation for bilevel optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Truncated back-propagation for bilevel optimization

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:47:11.328295Z

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Observation 5ff2b83e-b023-4882-9e06-717e4e5ff6f7 · outbound

This paper cites On Penalty-based Bilevel Gradient Descent Method.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness On Penalty-based Bilevel Gradient Descent Method

Reference 60

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This paper cites A Primal-Dual Approach to Bilevel Optimization with Multiple Inner Minima.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness A Primal-Dual Approach to Bilevel Optimization with Multiple Inner Minima

Reference 61

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This paper cites N., Kaiser, ., and Polosukhin, I.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness N., Kaiser, ., and Polosukhin, I

Reference 62

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This paper cites Descent approaches for quadratic bilevel programming.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Descent approaches for quadratic bilevel programming

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:47:11.309577Z

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Observation 2773af33-12bc-452b-93d2-168d1d5628ca · outbound

This paper cites Convergence of adagrad for non-convex objectives: Simple proofs and relaxed assumptions.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Convergence of adagrad for non-convex objectives: Simple proofs and relaxed assumptions

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:47:11.298580Z

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Observation cc86e127-e07a-4961-b210-9c01a08ea885 · outbound

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A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-10T23:47:11.287481Z

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Observation 55106a54-226c-42ba-8776-8bde183ba9f9 · outbound

This paper cites V., and Nedi \'c , A.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness V., and Nedi \'c , A

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:47:11.275256Z

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Observation afba0bb7-ba2d-4c71-96b5-27c3093034a2 · outbound

This paper cites Provably faster algorithms for bilevel optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Provably faster algorithms for bilevel optimization

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:47:11.264370Z

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Observation 7010682d-7dad-4754-98e9-d4599124eeec · outbound

This paper cites Improved analysis of clipping algorithms for non-convex optimization.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Improved analysis of clipping algorithms for non-convex optimization

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:47:11.252747Z

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Observation 5c584941-691f-4b3f-a17b-b0a144958260 · outbound

This paper cites Why gradient clipping accelerates training: A theoretical justification for adaptivity.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Why gradient clipping accelerates training: A theoretical justification for adaptivity

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:47:11.241767Z

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Observation a822cb80-6f6c-40d3-ab5b-b7fe8a872d88 · outbound

This paper cites Why gradient clipping accelerates training: A theoretical justification for adaptivity.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Why gradient clipping accelerates training: A theoretical justification for adaptivity

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:47:11.230572Z

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Observation d05d17d9-2be7-4806-ac37-5712e24f4be6 · outbound

This paper cites write newline.

A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness write newline

Reference 71

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