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2020 – today
- 2024
[c50]Ta Duy Nguyen, Alina Ene:
Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems. ICML 2024- [i40]Ta Duy Nguyen, Alina Ene:
Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems. CoRR abs/2405.18809 (2024) - 2023
- [c49]Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen:
On the Convergence of AdaGrad(Norm) on ℝd: Beyond Convexity, Non-Asymptotic Rate and Acceleration. ICLR 2023 - [c48]Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene
, Huy Nguyen:
High Probability Convergence of Stochastic Gradient Methods. ICML 2023: 21884-21914 - [c47]Ta Duy Nguyen, Alina Ene, Huy Nguyen:
On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis. NeurIPS 2023 - [c46]Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Nguyen:
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise. NeurIPS 2023 - [c45]Fabian Spaeh, Alina Ene:
Online Ad Allocation with Predictions. NeurIPS 2023 - [i39]Fabian Spaeh, Alina Ene:
Online Ad Allocation with Predictions. CoRR abs/2302.01827 (2023) - [i38]Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy Le Nguyen:
High Probability Convergence of Stochastic Gradient Methods. CoRR abs/2302.14843 (2023) - [i37]Fabian Spaeh, Alina Ene, Huy L. Nguyen:
Online and Streaming Algorithms for Constrained k-Submodular Maximization. CoRR abs/2305.16013 (2023) - 2022
- [j8]Naor Alaluf, Alina Ene, Moran Feldman, Huy L. Nguyen, Andrew Suh:
An Optimal Streaming Algorithm for Submodular Maximization with a Cardinality Constraint. Math. Oper. Res. 47(4): 2667-2690 (2022) - [c44]Alina Ene, Huy Le Nguyen:
Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence. AAAI 2022: 6559-6567 - [c43]Alina Ene, Huy L. Nguyen:
Streaming Algorithm for Monotone k-Submodular Maximization with Cardinality Constraints. ICML 2022: 5944-5967 - [c42]Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen:
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction. ICML 2022: 13947-13994 - [i36]Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen:
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction. CoRR abs/2201.12302 (2022) - [i35]Zijian Liu, Ta Duy Nguyen, Alina Ene, Huy L. Nguyen:
On the Convergence of AdaGrad on $\R^{d}$: Beyond Convexity, Non-Asymptotic Rate and Acceleration. CoRR abs/2209.14827 (2022) - [i34]Zijian Liu, Ta Duy Nguyen, Thien Hang Nguyen, Alina Ene, Huy L. Nguyen:
META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions. CoRR abs/2209.14853 (2022) - [i33]Alina Ene, Huy L. Nguyen:
High Probability Convergence for Accelerated Stochastic Mirror Descent. CoRR abs/2210.00679 (2022) - 2021
- [j7]Chandra Chekuri, Alina Ene, Ali Vakilian:
Node-weighted Network Design in Planar and Minor-closed Families of Graphs. ACM Trans. Algorithms 17(2): 14:1-14:25 (2021) - [c41]Alina Ene, Huy L. Nguyen, Adrian Vladu:
Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities. AAAI 2021: 7314-7321 - [c40]Alina Ene, Huy L. Nguyen, Adrian Vladu:
Projection-Free Bandit Optimization with Privacy Guarantees. AAAI 2021: 7322-7330 - [c39]Sofia Maria Nikolakaki, Alina Ene, Evimaria Terzi:
An Efficient Framework for Balancing Submodularity and Cost. KDD 2021: 1256-1266 - 2020
- [c38]Naor Alaluf, Alina Ene, Moran Feldman, Huy L. Nguyen, Andrew Suh:
Optimal Streaming Algorithms for Submodular Maximization with Cardinality Constraints. ICALP 2020: 6:1-6:19 - [c37]Alina Ene, Huy L. Nguyen:
Parallel Algorithm for Non-Monotone DR-Submodular Maximization. ICML 2020: 2902-2911 - [i32]Alina Ene:
A note on maximizing the difference between a monotone submodular function and a linear function. CoRR abs/2002.07782 (2020) - [i31]Alina Ene, Huy L. Nguyen, Adrian Vladu:
Adaptive Gradient Methods for Constrained Convex Optimization. CoRR abs/2007.08840 (2020) - [i30]Alina Ene, Huy L. Nguyen:
Adaptive and Universal Single-gradient Algorithms for Variational Inequalities. CoRR abs/2010.07799 (2020) - [i29]Alina Ene, Huy L. Nguyen, Adrian Vladu:
Projection-Free Bandit Optimization with Privacy Guarantees. CoRR abs/2012.12138 (2020)
2010 – 2019
- 2019
- [c36]Alina Ene, Huy L. Nguyen:
A Nearly-Linear Time Algorithm for Submodular Maximization with a Knapsack Constraint. ICALP 2019: 53:1-53:12 - [c35]Alina Ene, Huy L. Nguyen:
Towards Nearly-Linear Time Algorithms for Submodular Maximization with a Matroid Constraint. ICALP 2019: 54:1-54:14 - [c34]Alina Ene, Adrian Vladu:
Improved Convergence for $\ell_1$ and $\ell_∞$ Regression via Iteratively Reweighted Least Squares. ICML 2019: 1794-1801 - [c33]Alina Ene, Huy L. Nguyen:
Submodular Maximization with Nearly-optimal Approximation and Adaptivity in Nearly-linear Time. SODA 2019: 274-282 - [c32]Alina Ene, Huy L. Nguyen, Adrian Vladu:
Submodular maximization with matroid and packing constraints in parallel. STOC 2019: 90-101 - [i28]Alina Ene, Adrian Vladu:
Improved Convergence for $\ell_\infty$ and $\ell_1$ Regression via Iteratively Reweighted Least Squares. CoRR abs/1902.06391 (2019) - [i27]Alina Ene, Huy L. Nguyen:
Parallel Algorithm for Non-Monotone DR-Submodular Maximization. CoRR abs/1905.13272 (2019) - [i26]Chandra Chekuri, Alina Ene, Ali Vakilian:
Node-Weighted Network Design in Planar and Minor-Closed Families of Graphs. CoRR abs/1910.07616 (2019) - [i25]Alina Ene, Huy L. Nguyen, Andrew Suh:
An Optimal Streaming Algorithm for Non-monotone Submodular Maximization. CoRR abs/1911.12959 (2019) - 2018
- [j6]Anna Adamaszek, Parinya Chalermsook, Alina Ene, Andreas Wiese:
Submodular unsplittable flow on trees. Math. Program. 172(1-2): 565-589 (2018) - [j5]Deeparnab Chakrabarty, Alina Ene, Ravishankar Krishnaswamy, Debmalya Panigrahi:
Online Buy-at-Bulk Network Design. SIAM J. Comput. 47(4): 1505-1528 (2018) - [j4]Chandra Chekuri, Alina Ene, Marcin Pilipczuk:
Constant Congestion Routing of Symmetric Demands in Planar Directed Graphs. SIAM J. Discret. Math. 32(3): 2134-2160 (2018) - [c31]Sofia Maria Nikolakaki, Charalampos Mavroforakis, Alina Ene, Evimaria Terzi:
Mining Tours and Paths in Activity Networks. WWW 2018: 459-468 - [i24]Alina Ene, Huy L. Nguyen:
Submodular Maximization with Nearly-optimal Approximation and Adaptivity in Nearly-linear Time. CoRR abs/1804.05379 (2018) - [i23]Alina Ene, Huy L. Nguyen, Adrian Vladu:
Submodular Maximization with Packing Constraints in Parallel. CoRR abs/1808.09987 (2018) - [i22]Alina Ene, Huy L. Nguyen:
Towards Nearly-linear Time Algorithms for Submodular Maximization with a Matroid Constraint. CoRR abs/1811.07464 (2018) - [i21]Alina Ene, Huy L. Nguyen, Adrian Vladu:
A Parallel Double Greedy Algorithm for Submodular Maximization. CoRR abs/1812.01591 (2018) - 2017
- [j3]Alina Ene, Sariel Har-Peled, Benjamin Raichel:
Geometric Packing under Nonuniform Constraints. SIAM J. Comput. 46(6): 1745-1784 (2017) - [c30]Alina Ene, Viswanath Nagarajan, Rishi Saket:
Approximation Algorithms for Stochastic k-TSP. FSTTCS 2017: 27:27-27:14 - [c29]Alina Ene, Huy L. Nguyen, László A. Végh:
Decomposable Submodular Function Minimization: Discrete and Continuous. NIPS 2017: 2870-2880 - [i20]Alina Ene, Huy L. Nguyen, László A. Végh:
Decomposable Submodular Function Minimization: Discrete and Continuous. CoRR abs/1703.01830 (2017) - [i19]Alina Ene, Huy L. Nguyen:
A Nearly-linear Time Algorithm for Submodular Maximization with a Knapsack Constraint. CoRR abs/1709.09767 (2017) - 2016
- [c28]Alina Ene, Huy L. Nguyen:
Constrained Submodular Maximization: Beyond 1/e. FOCS 2016: 248-257 - [c27]Rafael da Ponte Barbosa, Alina Ene, Huy L. Nguyen, Justin Ward:
A New Framework for Distributed Submodular Maximization. FOCS 2016: 645-654 - [c26]Julia Chuzhoy, Alina Ene:
On Approximating Maximum Independent Set of Rectangles. FOCS 2016: 820-829 - [c25]Chandra Chekuri, Alina Ene, Marcin Pilipczuk:
Constant Congestion Routing of Symmetric Demands in Planar Directed Graphs. ICALP 2016: 7:1-7:14 - [c24]Anna Adamaszek, Parinya Chalermsook, Alina Ene, Andreas Wiese:
Submodular Unsplittable Flow on Trees. IPCO 2016: 337-349 - [c23]Alina Ene, Gary L. Miller, Jakub Pachocki, Aaron Sidford:
Routing under balance. STOC 2016: 598-611 - [c22]Alina Ene, Matthias Mnich, Marcin Pilipczuk, Andrej Risteski:
On Routing Disjoint Paths in Bounded Treewidth Graphs. SWAT 2016: 15:1-15:15 - [i18]Alina Ene, Gary L. Miller, Jakub Pachocki, Aaron Sidford:
Routing under Balance. CoRR abs/1603.09009 (2016) - [i17]Alina Ene, Huy L. Nguyen:
A Reduction for Optimizing Lattice Submodular Functions with Diminishing Returns. CoRR abs/1606.08362 (2016) - [i16]Julia Chuzhoy, Alina Ene:
On Approximating Maximum Independent Set of Rectangles. CoRR abs/1608.00271 (2016) - [i15]Alina Ene, Huy L. Nguyen:
Constrained Submodular Maximization: Beyond 1/e. CoRR abs/1608.03611 (2016) - [i14]Alina Ene, Viswanath Nagarajan, Rishi Saket:
Approximation Algorithms for Stochastic k-TSP. CoRR abs/1610.01058 (2016) - 2015
- [j2]Chandra Chekuri, Alina Ene:
The all-or-nothing flow problem in directed graphs with symmetric demand pairs. Math. Program. 154(1-2): 249-272 (2015) - [c21]Alina Ene, Deeparnab Chakrabarty, Ravishankar Krishnaswamy, Debmalya Panigrahi:
Online Buy-at-Bulk Network Design. FOCS 2015: 545-562 - [c20]Alina Ene, Huy L. Nguyen:
Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions. ICML 2015: 787-795 - [c19]Rafael da Ponte Barbosa, Alina Ene, Huy L. Nguyen, Justin Ward:
The Power of Randomization: Distributed Submodular Maximization on Massive Datasets. ICML 2015: 1236-1244 - [c18]Fotis Liarokapis, Athanasios Vourvopoulos, Alina Ene:
Examining User Experiences through a Multimodal BCI Puzzle Game. IV 2015: 488-493 - [i13]Rafael da Ponte Barbosa, Alina Ene, Huy L. Nguyen, Justin Ward:
The Power of Randomization: Distributed Submodular Maximization on Massive Datasets. CoRR abs/1502.02606 (2015) - [i12]Alina Ene, Huy L. Nguyen:
Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions. CoRR abs/1502.02643 (2015) - [i11]Alina Ene, Jan Vondrák, Yi Wu:
Local Distribution and the Symmetry Gap: Approximability of Multiway Partitioning Problems. CoRR abs/1503.03905 (2015) - [i10]Rafael da Ponte Barbosa, Alina Ene, Huy L. Nguyen, Justin Ward:
A New Framework for Distributed Submodular Maximization. CoRR abs/1507.03719 (2015) - [i9]Deeparnab Chakrabarty, Alina Ene, Ravishankar Krishnaswamy, Debmalya Panigrahi:
Online Buy-at-Bulk Network Design. CoRR abs/1509.03212 (2015) - [i8]Alina Ene, Matthias Mnich, Marcin Pilipczuk, Andrej Risteski:
On Routing Disjoint Paths in Bounded Treewidth Graphs. CoRR abs/1512.01829 (2015) - 2014
- [j1]Fotis Liarokapis, Kurt Debattista, Athanasios Vourvopoulos, Panagiotis Petridis, Alina Ene:
Comparing interaction techniques for serious games through brain-computer interfaces: A user perception evaluation study. Entertain. Comput. 5(4): 391-399 (2014) - [c17]Alina Ene, Jan Vondrák:
Hardness of Submodular Cost Allocation: Lattice Matching and a Simplex Coloring Conjecture. APPROX-RANDOM 2014: 144-159 - [c16]Alina Ene, Huy L. Nguyên:
From Graph to Hypergraph Multiway Partition: Is the Single Threshold the Only Route? ESA 2014: 382-393 - [c15]Chandra Chekuri, Alina Ene:
The All-or-Nothing Flow Problem in Directed Graphs with Symmetric Demand Pairs. IPCO 2014: 222-233 - [c14]Alina Ene, Ali Vakilian:
Improved approximation algorithms for degree-bounded network design problems with node connectivity requirements. STOC 2014: 754-763 - 2013
- [b1]Alina Ene:
Approximation algorithms for submodular optimization and graph problems. University of Illinois Urbana-Champaign, USA, 2013 - [c13]Alina Ene, Jan Vondrák, Yi Wu:
Local Distribution and the Symmetry Gap: Approximability of Multiway Partitioning Problems. SODA 2013: 306-325 - [c12]Chandra Chekuri, Alina Ene:
Poly-logarithmic Approximation for Maximum Node Disjoint Paths with Constant Congestion. SODA 2013: 326-341 - [c11]Fotis Liarokapis, Athanasios Vourvopoulos, Alina Ene, Panagiotis Petridis:
Assessing Brain-Computer Interfaces for Controlling Serious Games. VS-GAMES 2013: 1-4 - [i7]Alina Ene, Sariel Har-Peled, Benjamin Raichel:
Fast Clustering with Lower Bounds: No Customer too Far, No Shop too Small. CoRR abs/1304.7318 (2013) - [i6]Alina Ene, Nitish Korula, Ali Vakilian:
Improved Approximation Algorithms for Connected Domatic Partitions and Related Problems. CoRR abs/1305.4308 (2013) - 2012
- [c10]Chandra Chekuri, Alina Ene, Ali Vakilian:
Prize-Collecting Survivable Network Design in Node-Weighted Graphs. APPROX-RANDOM 2012: 98-109 - [c9]Alina Ene, Sariel Har-Peled, Benjamin Raichel:
Geometric packing under non-uniform constraints. SCG 2012: 11-20 - [c8]Chandra Chekuri, Alina Ene, Ali Vakilian:
Node-Weighted Network Design in Planar and Minor-Closed Families of Graphs. ICALP (1) 2012: 206-217 - [c7]Parinya Chalermsook, Julia Chuzhoy, Alina Ene, Shi Li:
Approximation algorithms and hardness of integral concurrent flow. STOC 2012: 689-708 - 2011
- [c6]Chandra Chekuri, Alina Ene:
Approximation Algorithms for Submodular Multiway Partition. FOCS 2011: 807-816 - [c5]Chandra Chekuri, Alina Ene:
Submodular Cost Allocation Problem and Applications. ICALP (1) 2011: 354-366 - [c4]Alina Ene, Sungjin Im, Benjamin Moseley:
Fast clustering using MapReduce. KDD 2011: 681-689 - [c3]MohammadHossein Bateni, Chandra Chekuri, Alina Ene, Mohammad Taghi Hajiaghayi, Nitish Korula, Dániel Marx:
Prize-collecting Steiner Problems on Planar Graphs. SODA 2011: 1028-1049 - [i5]Chandra Chekuri, Alina Ene:
Submodular Cost Allocation Problem and Applications. CoRR abs/1105.2040 (2011) - [i4]Chandra Chekuri, Alina Ene:
Approximation Algorithms for Submodular Multiway Partition. CoRR abs/1105.2048 (2011) - [i3]Alina Ene, Sariel Har-Peled, Benjamin Raichel:
Geometric Packing under Non-uniform Constraints. CoRR abs/1107.2949 (2011) - [i2]Alina Ene, Sungjin Im, Benjamin Moseley:
Fast Clustering using MapReduce. CoRR abs/1109.1579 (2011) - 2010
- [i1]Chandra Chekuri, Alina Ene, Nitish Korula:
Prize-Collecting Steiner Tree and Forest in Planar Graphs. CoRR abs/1006.4357 (2010)
2000 – 2009
- 2009
- [c2]Chandra Chekuri, Alina Ene, Nitish Korula:
Unsplittable Flow in Paths and Trees and Column-Restricted Packing Integer Programs. APPROX-RANDOM 2009: 42-55 - 2008
- [c1]Alina Ene, William G. Horne, Nikola Milosavljevic, Prasad Rao, Robert Schreiber, Robert Endre Tarjan:
Fast exact and heuristic methods for role minimization problems. SACMAT 2008: 1-10
Coauthor Index
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