Shabbir Ahmed

Q: What Schools Are Affiliated With Shabbir Ahmed

Shabbir Ahmed is affiliated with the following schools: University of California, Berkeley, Stanford University, Georgia Tech

Shabbir Ahmed's AcademicInfluence.com Rankings

Shabbir Ahmed

Computer Science

#10470

World Rank

#10997

Historical Rank

Computational Linguistics

#2642

World Rank

#2668

Historical Rank

Machine Learning

#4789

World Rank

#4843

Historical Rank

Artificial Intelligence

#5156

World Rank

#5223

Historical Rank

computer-science Degrees

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Computer Science

Shabbir Ahmed's Degrees

PhD Computer Science Stanford University
Masters Computer Science University of California, Berkeley

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Shabbir Ahmed's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A stochastic programming approach for supply chain network design under uncertainty (2004) (1136)
A Sample Approximation Approach for Optimization with Probabilistic Constraints (2008) (593)
Sample Average Approximation Method for Chance Constrained Programming: Theory and Applications (2009) (471)
The Sample Average Approximation Method Applied to Stochastic Routing Problems: A Computational Study (2003) (452)
An integer programming approach for linear programs with probabilistic constraints (2007) (373)
A Multi-Stage Stochastic Integer Programming Approach for Capacity Expansion under Uncertainty (2003) (356)
Mixed-Integer Models for Nonseparable Piecewise-Linear Optimization: Unifying Framework and Extensions (2010) (340)
A finite branch-and-bound algorithm for two-stage stochastic integer programs (2004) (285)
Supply chain design under uncertainty using sample average approximation and dual decomposition (2009) (279)
The Sample Average Approximation Method for Stochastic Programs with Integer Recourse (2002) (249)
Convexity and decomposition of mean-risk stochastic programs (2006) (212)
Coherent risk measures in inventory problems (2007) (210)
Robust Process Planning under Uncertainty (1998) (187)
A Lifted Linear Programming Branch-and-Bound Algorithm for Mixed-Integer Conic Quadratic Programs (2008) (167)
Stochastic dual dynamic integer programming (2019) (165)
Solving Mixed Integer Bilinear Problems Using MILP Formulations (2013) (162)
On a Class of Minimax Stochastic Programs (2004) (154)
Sample average approximation of expected value constrained stochastic programs (2008) (150)
Solving Chance-Constrained Stochastic Programs via Sampling and Integer Programming (2008) (147)
An Approximation Scheme for Stochastic Integer Programs Arising in Capacity Expansion (2003) (139)
On robust optimization of two-stage systems (2004) (136)
The Value of Multistage Stochastic Programming in Capacity Planning Under Uncertainty (2009) (126)
Distributionally Robust Chance Constrained Optimal Power Flow with Renewables: A Conic Reformulation (2018) (125)
Learning to Run Heuristics in Tree Search (2017) (98)
Large-scale decentralized unit commitment (2015) (96)
A branch-and-cut algorithm for the stochastic uncapacitated lot-sizing problem (2006) (89)
Risk neutral and risk averse approaches to multistage renewable investment planning under uncertainty (2016) (87)
Maximizing a class of submodular utility functions (2011) (86)
Improving the Integer L-Shaped Method (2016) (85)
A scenario decomposition algorithm for 0-1 stochastic programs (2013) (83)
Learning to Solve Large-Scale Security-Constrained Unit Commitment Problems (2019) (74)
Multistage Stochastic Unit Commitment Using Stochastic Dual Dynamic Integer Programming (2019) (73)
Covering Linear Programming with Violations (2014) (73)
Dynamic Capacity Acquisition and Assignment under Uncertainty (2003) (72)
Relaxations and discretizations for the pooling problem (2017) (69)
Two‐Stage Stochastic Integer Programming: A Brief Introduction (2011) (69)
Global Optimization of 0-1 Hyperbolic Programs (2002) (69)
On Deterministic Reformulations of Distributionally Robust Joint Chance Constrained Optimization Problems (2018) (67)
Distributionally robust facility location problem under decision-dependent stochastic demand (2019) (62)
Strategic Planning Under Uncertainty: Stochastic Integer Programming Approaches (2000) (62)
Nonanticipative duality, relaxations, and formulations for chance-constrained stochastic programs (2017) (60)
Cutting Planes for Multistage Stochastic Integer Programs (2009) (58)
Nonconvex Medium-Term Hydropower Scheduling by Stochastic Dual Dynamic Integer Programming (2019) (53)
Congestion-aware dynamic routing in automated material handling systems (2014) (49)
A branch-reduce-cut algorithm for the global optimization of probabilistically constrained linear programs (2006) (47)
Convex relaxations of chance constrained optimization problems (2014) (46)
Exact augmented Lagrangian duality for mixed integer linear programming (2017) (43)
Probabilistic Set Covering with Correlations (2013) (41)
On formulations of the stochastic uncapacitated lot-sizing problem (2006) (41)
Optimized Bonferroni approximations of distributionally robust joint chance constraints (2019) (41)
The inverse optimal value problem (2005) (40)
The Robust Redundancy Allocation Problem in Series-Parallel Systems With Budgeted Uncertainty (2014) (37)
A stochastic programming approach for planning horizons of infinite horizon capacity planning problems (2010) (37)
Computational study of a chance constrained portfolio selection problem (2008) (36)
Stochastic Optimization of Maintenance and Operations Schedules Under Unexpected Failures (2018) (36)
The value of multi-stage stochastic programming in capacity planning under uncertainty (2005) (36)
A note on natural risk statistics (2008) (35)
Expectation and Chance-Constrained Models and Algorithms for Insuring Critical Paths (2010) (34)
Sequential pairing of mixed integer inequalities (2005) (34)
Mean-risk objectives in stochastic programming (2004) (29)
On quantile cuts and their closure for chance constrained optimization problems (2018) (29)
Forbidden Vertices (2013) (28)
Robust strategic bidding in auction-based markets (2019) (27)
An improved decomposition algorithm for optimization under uncertainty (2000) (27)
Bicriteria Approximation of Chance-Constrained Covering Problems (2020) (27)
Relaxations and approximations of chance constraints under finite distributions (2018) (26)
Analytical investigations of the process planning problem (2000) (26)
A Python package for multi-stage stochastic programming (2019) (24)
Scenario Decomposition for 0-1 Stochastic Programs: Improvements and Asynchronous Implementation (2016) (24)
Maximizing a class of submodular utility functions with constraints (2017) (24)
On Bridging the Gap Between Stochastic Integer Programming and MIP Solver Technologies (2004) (22)
Mixed integer linear programming formulations for probabilistic constraints (2012) (22)
Using diversification, communication and parallelism to solve mixed-integer linear programs (2014) (22)
A rolling-horizon unit commitment framework with flexible periodicity (2017) (21)
Partially Adaptive Stochastic Optimization for Electric Power Generation Expansion Planning (2018) (21)
Product Disaggregation in Global Optimization and Relaxations of Rational Programs (2002) (21)
The Benders Dual Decomposition Method (2020) (21)
Nested Decomposition of Multistage Stochastic Integer Programs with Binary State Variables (2016) (20)
A Note on "A Superior Representation Method for Piecewise Linear Functions" (2010) (20)
Minimum concave cost flow over a grid network (2015) (19)
Totally unimodular stochastic programs (2013) (19)
Alternating criteria search: a parallel large neighborhood search algorithm for mixed integer programs (2018) (19)
Data-driven maintenance and operations scheduling in power systems under decision-dependent uncertainty (2020) (17)
Improved Ratio Estimators of Variance Based on Robust Measures (2018) (17)
The Value of Multi-Stage Stochastic Programming in Risk-Averse Unit Commitment Under Uncertainty (2018) (17)
An integer programming approach to the OSPF weight setting problem ∗ (2006) (17)
A Probabilistic Comparison of Split and Type 1 Triangle Cuts for Two-Row Mixed-Integer Programs (2011) (17)
Cutting plane algorithms for solving a stochastic edge-partition problem (2009) (16)
Polyhedral results for a class of cardinality constrained submodular minimization problems (2017) (16)
A hybrid primal heuristic for finding feasible solutions to mixed integer programs (2017) (16)
Lot targeting and lot dispatching decision policies for semiconductor manufacturing: optimisation under uncertainty with simulation validation (2018) (16)
Approximating the stability region for binary mixed-integer programs (2009) (15)
Selection, acquisition, and allocation of manufacturing technology in a multi-period environment (2008) (15)
Distributionally robust bottleneck combinatorial problems: uncertainty quantification and robust decision making (2020) (14)
A parallel local search framework for the Fixed-Charge Multicommodity Network Flow problem (2017) (14)
Production, Manufacturing and Logistics A stochastic programming approach for supply chain network design under uncertainty (2005) (13)
Distributionally robust simple integer recourse (2018) (13)
Stochastic Lipschitz dynamic programming (2019) (13)
Efficient Algorithms for Distributionally Robust Stochastic Optimization with Discrete Scenario Support (2019) (13)
Optimization-Driven Scenario Grouping (2020) (12)
A linear programming based approach to the Steiner tree problem with a fixed number of terminals (2018) (12)
SEMICONDUCTOR TOOL PLANNING VIA MULTI-STAGE STOCHASTIC PROGRAMMING∗ (2002) (12)
On a Multi-stage Stochastic Programming Model for Inventory Planning (2008) (10)
Optimization of automated float glass lines (2013) (10)
Cutting planes for multi-stage stochastic integer programs (2006) (10)
Managing Short-Term Electricity Contracts Under Uncertainty : A Minimax Approach (2002) (10)
Scenario Grouping and Decomposition Algorithms for Chance-Constrained Programs (2020) (10)
Parallel Scenario Decomposition of Risk-Averse 0-1 Stochastic Programs (2018) (10)
A polyhedral approach to online bipartite matching (2016) (9)
Maximizing expected utility over a knapsack constraint (2016) (9)
A K-Nearest Neighbor Heuristic for Real-Time DC Optimal Transmission Switching (2020) (8)
Decomposition of loosely coupled integer programs: a multiobjective perspective (2022) (8)
A REVIEW OF THE STATE-OF-THE-ART AND FUTURE RESEARCH DIRECTIONS FOR THE STRATEGIC DESIGN OF GLOBAL SUPPLY CHAINS (2002) (8)
Strategic Design of Robust Global Supply Chains: Two Case Studies from the Paper Industry (2004) (8)
Adaptive Two-stage Stochastic Programming with an Application to Capacity Expansion Planning (2019) (8)
A cutting and scheduling problem in float glass manufacturing (2014) (7)
Semi-continuous network flow problems (2014) (7)
Introduction To Robust Optimization (2011) (7)
On the computational complexity of minimum-concave-cost flow in a two-dimensional grid (2016) (7)
Smooth minimization of two-stage stochastic linear programs (2006) (6)
Global optimization of monotonic programs: applications in polynomial and stochastic programming (2005) (5)
Heuristics and Upper Bounds for a Pooling Problem with Cubic Constraints (2011) (5)
Pooling problems : relaxations and discretizations (2013) (5)
Sell or Hold: A simple two-stage stochastic combinatorial optimization problem (2012) (5)
Forbidding extreme points from the 0 − 1 hypercube (2012) (5)
Tailoring parallel alternating criteria search for domain specific MIPs: Application to maritime inventory routing (2019) (4)
Strengthened bounds for the probability of k-out-of-n events (2016) (4)
Exact Augmented Lagrangian Duality for Mixed Integer Quadratic Programming (2019) (4)
The Super Magic Properties of Connected and Disconnected Graphs (2015) (4)
Decentralized algorithms for distributed integer programming problems with a coupling cardinality constraint (2020) (3)
Corrigendum to "A scenario decomposition algorithm for 0-1 stochastic programs" [Oper. Res. Lett. 41(6) (2013) 565-569] (2015) (3)
On the Quantile Cut Closure of Chance-Constrained Problems (2016) (2)
On a stochastic programming model for inventory planning ∗ (2004) (2)
Integrated Generator Maintenance and Operations Scheduling under Uncertain Failure Times (2017) (2)
On the Value of Multistage Stochastic Facility Location with ( or without ) Risk Aversion (2018) (2)
Strategic Design of Robust Global Supply Chains under Uncertainty (2004) (2)
Reformulations of Rational Functions of 0−1 Variables∗ (2001) (2)
On the Value of Multistage Stochastic Facility Location with Risk Aversion (2021) (1)
Distributed Dantzig-Wolfe Decomposition (2019) (1)
A Simulated Annealing Algorithm for the Directed Steiner Tree Problem (2020) (1)
Two-stage Stochastic Lot-sizing Problem with Chance-constrained Condition in the Second Stage (2019) (1)
A polyhedral approach to online bipartite matching (2017) (1)
Exact augmented Lagrangian duality for mixed integer linear programming (2016) (1)
Global Optimization of Probabilistically Constrained Linear Programs (2006) (1)
Special issue on “Integer programming under uncertainty” (2016) (1)
Stochastic dual dynamic integer programming (2018) (1)
Alternating criteria search: a parallel large neighborhood search algorithm for mixed integer programs (2017) (0)
Rapid prototyping of parallel primal heuristics for domain specific MIPs : Application to maritime inventory routing (2018) (0)
Exploiting cyberinfrastructure to solve real-time integer programs (2009) (0)
Nonanticipative duality, relaxations, and formulations for chance-constrained stochastic programs (2016) (0)
Distributionally robust simple integer recourse (2018) (0)
A polynomial-time algorithm for a class of minimum concave cost flow problems (2013) (0)
Stochastic Lipschitz dynamic programming (2020) (0)
SPLIT BLOCK SUBDIVISION DOMINATION IN GRAPHS (2014) (0)
EDGE DEGREE WEIGHT SUM OF PRODUCTS, SUM(JOIN) AND CORONA OF THREE GRAPHS (2015) (0)
Decentralized online integer programming problems with a coupling cardinality constraint (2021) (0)
Optimal raw materials planning in detergent processing (2009) (0)
Totally unimodular stochastic programs (2012) (0)
Long-Range Planning of Chemical Manufacturing Systems (2000) (0)
Cototal block domination in graphs (2014) (0)
Consensus-based Dantzig-Wolfe decomposition (2022) (0)
Maximizing a class of submodular utility functions with constraints (2016) (0)
Production, Manufacturing and Logistics Coherent risk measures in inventory problems (2007) (0)
Relaxations and approximations of chance constraints under finite distributions (2018) (0)
State-Variable Modeling for a Class of Two-Stage Stochastic Optimization Problems (2021) (0)
Semi-continuous network flow problems (2013) (0)
Minimum concave cost flow over a grid network (2014) (0)
A cutting and scheduling problem in float glass manufacturing (2013) (0)
Forthcoming in Mathematical Programming MAXIMIZING A CLASS OF SUBMODULAR UTILITY FUNCTIONS (2008) (0)
Optimization with Probabilistic Constraints (2011) (0)
EXACT AUGMENTED LAGRANGIAN DUALITY FOR MIXED (2019) (0)
SUPER MAGIC CORONATIONS OF GRAPHS (2014) (0)
Chapter 29: Stochastic Optimization (2017) (0)
Convex relaxations of chance constrained optimization problems (2013) (0)
Minimum concave cost flows in capacitated grid networks (2014) (0)
Optimization of automated fl oat glass lines (2015) (0)
Chemical Process Planning (2009) (0)
Regular number of line graph of a graph (2015) (0)
Special issue on “Integer programming under uncertainty” (2016) (0)
Relaxations and discretizations for the pooling problem (2016) (0)
Optimized Bonferroni approximations of distributionally robust joint chance constraints (2019) (0)
On quantile cuts and their closure for chance constrained optimization problems (2017) (0)

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Other Resources About Shabbir Ahmed

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What Schools Are Affiliated With Shabbir Ahmed?

Shabbir Ahmed is affiliated with the following schools:

Shabbir Ahmed's Academic­Influence.com Rankings

Shabbir Ahmed's Degrees

Similar Degrees You Can Earn

Why Is Shabbir Ahmed Influential?

Shabbir Ahmed's Published Works

Published Works

Other Resources About Shabbir Ahmed

What Schools Are Affiliated With Shabbir Ahmed?

Shabbir Ahmed's AcademicInfluence.com Rankings